He paced his small apartment, the worn carpet offering no solace to his agitated steps. He'd envisioned this moment a thousand times, each replay ending with a triumphant acceptance. Now, a harsh reality had arrived in the form of an impersonal email. A wave of ice coursed through his veins, making him shiver despite the stuffy air. He clenched his fists, nails digging into his palms.

He stopped in front of the window, peering out at the city lights. They seemed to twinkle with a mocking indifference. A lump formed in his throat, making it difficult to swallow. A tremor ran through his body, a silent vibration of despair. The feeling was a tight clench in his chest.

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