The tiny, cramped apartment suddenly felt suffocating. Ethan scanned the text message again, his pulse thrumming in his ears. "Going to be a big one! Paintball, Saturday!" It was from Max, announcing his birthday. Ethan’s birthday was the same day, and he'd planned a quiet night at home with board games.

He ran a hand through his hair, tugging at the strands. The neatly arranged invitations for his intimate gathering mocked him. He couldn’t even bring himself to eat the leftover pizza in the fridge.

He slammed his fist on the table, the small apartment seeming to shake with his frustration. He imagined all his friends choosing between paintball and his board games.

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