"Did you ever go swimming at Camp Blue Lake, Olivia?" James asked, leaning back in his chair. Olivia froze, her fingers still hovering over her keyboard. Her shoulders tensed. She swallowed hard, her eyes darting around the office as if searching for an escape route.

The words "Camp Blue Lake" hung in the air, heavy and suffocating. The air conditioner hummed loudly, its cool air doing nothing to quell the sudden heat rising in her face. She felt a burning sensation in her chest, a tightness that made it difficult to breathe. “No,” she said quickly, her voice barely a whisper. “I… I don’t think so.”

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