The flickering television screen displayed an unending loop of weather warnings. Rain lashed against the terminal windows, a rhythmic drumming that mocked Amelia’s internal turmoil. She’d missed her grandmother's birthday luncheon. Tears pricked her eyes, but she blinked them away, ashamed. Her phone vibrated again, another message from her frantic mother. Amelia slumped further into the uncomfortable plastic chair, the hard surface a physical representation of the situation. Her flight, delayed indefinitely.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263