“This can’t be happening,” she hissed, her voice barely above a whisper. The screen displayed yet another delay for her flight to the concert. This wasn’t just any concert, it was the only show of her favorite band’s reunion tour. She had saved up for years for this trip. She had pictured herself in the crowd, singing along to every song, feeling the music wash over her.

She felt a strange disconnect, as if she were watching herself from outside her own body. A bead of sweat trickled down her temple. The idea of missing this, of having this dream shattered by a mechanical problem, was almost unbearable.

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