He stared at the magazine, the cover featuring a smiling woman and his article, the product of weeks of tireless work, now attributed to her. A knot tightened in his stomach. The glossy paper felt alien, mocking, in his trembling hands. His palms began to sweat.

He moved to the window, unable to bear the confines of the room any longer. The city outside, usually a comfort, now felt threatening, teeming with unseen eyes and unknown consequences. He wanted to shout, to tear the magazine to shreds, but a strange paralysis held him.

He bit his lip, trying to think clearly, desperately searching for a solution, a way to reclaim what was his. His leg bounced. He knew this would not end well.

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