Sweat beaded on Liam’s forehead, despite the airport’s frigid air conditioning. He clutched his phone, repeatedly refreshing the flight status. Delayed. Again. His sister's wedding, the reason for this absurd cross-country journey, was slated to begin in three hours. He pictured the church, the floral arrangements, his sister’s beaming face. He pictured missing it all. A low groan escaped his lips. He started pacing, back and forth, the polished floor reflecting his frantic movements.

He slammed his fist against the information desk, startling the attendant. “When will this damn plane take off?!” he barked, his voice tight with desperation. The attendant, unfazed, merely shrugged and pointed towards the departures board, displaying the same infuriating news. Liam took a deep breath, trying to regain some semblance of composure. He knew he was being irrational, but the feeling in his gut was a relentless, twisting knot.

He ran a hand through his hair, mussing it further. He dialed his sister, the call going straight to voicemail. He bit his lip, his stomach churning with each passing minute. He had to be there. He just had to.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258