The email lay open on David's laptop, the words blurring before his eyes. "Hope to see you around sometime!" It was from Chloe, his online gaming buddy. The attached picture, a selfie, was taken in front of the local bookstore.

He swallowed hard. His mouth was suddenly dry. He found himself incapable of movement, frozen in place. His chest felt heavy, as if a weight had been placed upon it.

He imagined seeing her in person, the inevitable awkwardness, the exposure. He needed to be alone, immediately. He got up from his chair, knocking it over, the sound echoing in the silent room.

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