The afternoon sun, usually a welcome visitor, now glared through the blinds, casting stripes across Ethan's face. He hunched over his computer, trying to appear engrossed in his work. Across the room, Chloe was recounting a particularly dramatic story about a runaway canoe. The story seemed to echo in his skull, the memories rising unbidden.

He felt a sudden pressure in his chest, making it hard to take deep breaths. His fingers tightened around his mouse, knuckles turning white. He longed to be anywhere else, doing anything else. The walls seemed to be closing in.

“Canoe?” he managed, his voice barely a whisper. Chloe looked up, her expression now showing a hint of confusion. "Yeah, at Camp Serenity." His heart skipped a beat.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309