The balloons, the streamers, the cake: everything was in place, yet Emily felt nothing but a hollow ache. Liam's party. She'd known about it for weeks, but the reality of the situation was hitting her hard.

She kept checking the guest list, each name a potential absence. Her fingers trembled as she arranged the party favours. The laughter of the arriving children felt distant, muted.

The cheerful music felt intrusive, jarring. She kept replaying the conversations she'd had with Liam, searching for clues, for signs of… something. Her stomach churned, a knot of anxiety that refused to loosen. She wanted to disappear.

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