“Hey, Liam, did you ever go to Camp Greenlake?” asked Jessica, while leaning against the doorway. Liam stared at her, the blood draining from his face. He felt his pulse thrumming in his ears. The coffee cup he was holding felt heavy and awkward in his hand.

He shifted his weight from foot to foot, avoiding her inquisitive gaze. He mumbled something unintelligible, desperately hoping she’d just go away. He felt a sudden, urgent need to be anywhere but here. The room felt small, the air thick, and he struggled to take a full breath.

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