The phone vibrated in Chef Marco's pocket. He didn’t answer it. He didn’t want to see the messages of condolences, the sympathetic eyes of his friends. The scathing review, calling his new menu "uninspired and bland," had devastated him. He sat in his office, the air thick with the scent of stale coffee and defeat. He fiddled with the pen on his desk, clicking it absentmindedly, a staccato beat against the silence. He thought about leaving, disappearing, never cooking again. His hands felt cold, clammy.

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