The envelope felt heavy in his hands, as if it contained a physical manifestation of his failure. He stood on the porch, the setting sun casting long, ominous shadows. The crisp autumn air bit at his cheeks, but he hardly noticed. He hesitated, his fingers tracing the embossed logo of the university, then slowly ripped it open.

His vision tunnelled as he scanned the letter. His jaw tightened, and he swallowed, attempting to dislodge the feeling that had rooted in his gut. It was a cold, constricting sensation. His legs felt shaky and he leaned against the doorframe for support. The world seemed to tilt.

He crumpled the letter in his fist, crushing the neat lines of the denial. He wanted to shout, to tear something apart, to break free of the crushing pressure. He kicked the porch railing, the metal groaning under the impact. He couldn't go back inside. Not yet.

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