“The Cozy Corner is closing next month.” The radio announcer’s voice was a detached drone, but for Daniel, it was a death knell. His body felt cold, frozen.

He stared out the window, at the gray sky, as if searching for an answer. The world outside seemed to tilt, blurring at the edges.

He ran a hand through his hair, leaving it standing on end. He desperately needed to do something, anything. He began to check his pockets, over and over again, as if searching for something lost.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314