The words on the page blurred. Sunlight streamed through the dorm room window, illuminating the open journal. Her stomach twisted, a cold knot forming in her gut. She had left it on her desk, the usual spot. Now, the cover was slightly askew.

“Hey, uh, everything alright?” Mark’s voice, usually a comfort, now felt like a pinprick. He was leaning against the doorframe, a casual smile plastered on his face. She couldn’t meet his gaze.

She fumbled with her phone, pretending to check a text. “Yeah, fine. Just… tired.” The lie felt clumsy on her tongue. Her fingers were trembling. The air seemed thick, hard to breathe.

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