A cold sweat slicked down David’s spine as he held the album. His grandfather, a stoic man who had supposedly endured hardship without complaint, was smiling brightly in every photograph. The man in the picture was surrounded by laughing people, never the solitary, reserved figure David had known. The photos whispered of joy, of connection, of a life that was completely foreign to everything he'd been told.

He slammed the album shut. He stood and paced the small room, his breaths coming in ragged bursts. He'd spent his life trying to understand his grandfather's quiet sadness, the weight that always seemed to be on his shoulders. This… this was a different narrative, and it demanded an explanation he was certain he wouldn't find. He felt a deep, unsettling unease burrowing into his stomach.

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