The photograph, slipped into the official document, showed a young man with Liam's father's eyes, but a different mouth. A half-brother named Thomas. Liam felt a cold wave wash over him, leaving him feeling hollowed out. He was stranded.

He crumpled the document, then smoothed it out, repeating the action over and over. He stood up abruptly and started pacing in a tight circle. His apartment, once a sanctuary, now felt suffocating, filled with a silence that screamed accusations.

He wanted to scream. He wanted to smash something. He collapsed on the sofa, burying his face in his hands, trying to think, trying to feel, but his mind was blank.

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