The young woman stared blankly at the window. Outside, the rain lashed against the glass, mirroring the turmoil within her. The flight to her graduation ceremony was postponed, the speaker's voice on the intercom a blurry drone. A hot flush crept up her neck, followed by an icy shudder. Her meticulously planned speech, the dress she had so carefully chosen, all of it seemed meaningless now.

She sank into the hard plastic chair. Her breath caught in her throat. The dream of walking across that stage, of finally receiving her degree, felt like it was slipping away with every passing second. Her vision blurred, and she felt the prickling sensation of tears behind her eyes.

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