He was halfway through his shift at the coffee shop when the email arrived. The subject line, "Scholarship Decision," felt like a punch to the gut. He excused himself to the back room, his legs suddenly weak. He leaned against the counter for support, his eyes scanning the words.

His heart began to race, a frantic drumming against his ribs. He felt the familiar knot tighten in his stomach. The realization of what this rejection meant – the impossible cost of tuition, the crushing weight of debt – sent a shiver through him.

He gripped the edge of the counter, his knuckles turning white. He bit down on his lip, fighting back the emotion that threatened to overwhelm him. He had to go back to work. He had to act normal. But inside, he felt as if everything was falling apart.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258