The air in the kitchen crackled with an unspoken tension. Chef Ricardo gripped the handle of his favorite knife, his knuckles white. "Uninspired and derivative," the critic had written, a verdict that had stripped him bare. He felt a constant pressure in his head, a dull ache that grew with each passing minute. He slammed the knife into the cutting board, the sound echoing through the room. His staff flinched. He was afraid to face them, the evidence of his failures spread before them like a map of broken dreams.

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