The neighbor’s whispered gossip – a stolen moment during a dog walk – had set it all off. “…a messy business, someone… disappeared here a few years back…” David felt his stomach flip. He couldn't shake the sensation of being watched.

He spent the rest of the day in a state of agitation, unable to focus. He paced from room to room, touching the walls, running his hand over the furniture, as if trying to erase the dark history. The house felt smaller, the walls closing in. He opened the windows, desperate for fresh air.

He went to the kitchen and made himself a cup of tea, but he couldn't bring himself to drink it. The tea cooled and became bitter. He tossed it in the sink. He couldn’t stand to look at the house anymore and found himself going out.

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