He reread the excerpt, his blood running cold. The story he'd toiled over, poured his heart into, was now being published under someone else’s name. A feeling of dread took hold of him, freezing his limbs. This was a nightmare from which he couldn’t wake.

He sat bolt upright in his chair, his heart hammering in his chest. His apartment, once a sanctuary, now seemed to press in on him, the walls closing in. He felt the impulse to run, to escape this cruel reality.

His gaze darted around the room, searching for a distraction, a lifeline. Finding none, he buried his face in his hands, unable to process the betrayal. The weight of it threatened to crush him.

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