“No,” he mumbled, the word barely audible above the rhythmic tap of the rain against the windowpane. He stared at the email, its sterile language doing nothing to diminish the pain. His chest felt heavy, as if weighted down with a thousand unspoken disappointments.

He pushed his chair back from the desk, unable to sit any longer. The room seemed suddenly unfamiliar, the shadows growing long and menacing. He started to pace, his steps erratic, his thoughts a jumbled mess. He needed air, needed escape.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294