The walk back to her apartment felt endless. Each step seemed heavy, as if she were wading through quicksand. The cheerful chatter of passersby grated on her nerves. She felt a profound sense of isolation, despite the bustling city around her. When she finally reached her door, she fumbled with the keys, her hands clumsy and uncoordinated. The inside of the apartment, once a haven, now felt hollow, echoing with the unspoken anxieties that threatened to consume her.

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