The lilies were placed on her desk at work. No one had seen anyone deliver them. Claire felt her hands begin to shake, and she gripped the edge of her desk to steady herself. Her mouth was dry. She looked at the floral arrangement and started to feel a desperate need to know.

She looked around the room, scrutinizing her coworkers. Had someone sent them, and were they watching her? The light from the window seemed harsh, illuminating every detail, every crease in her face. The silence of the office felt suddenly oppressive, as if everyone was holding their breath, waiting.

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