He avoided eye contact as he sat at the dinner table. The conversation around him flowed freely, the laughter bouncing off the walls, but he felt disconnected, adrift in a sea of unspoken dread. The retirement party loomed large in his mind, casting a shadow over the evening.

His mother, noticing his silence, asked if he was alright. He forced a smile, a weak attempt at normalcy that felt strained. "Fine," he mumbled, his voice tight. The words felt hollow, inadequate. He pushed the food around his plate, unable to bring himself to eat.

He excused himself from the table, claiming a need to stretch his legs. Outside, the night air offered little solace. He lit a cigarette, the smoke curling around him, a temporary shield against the fear. The thought of the speech, of the spotlight, of the judgment, tightened his chest.

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