The weight of the news settled on her. Amelia sat in the cafeteria, the noise around her fading to a dull drone. The food on her plate suddenly became unappetizing. She felt pinned, the air thick and heavy.

She stared out the window, at the vibrant campus life continuing as if nothing had happened. She wanted to yell at them, tell them what had been lost.

She pushed back her chair, the scraping sound echoing in the sudden silence. She felt herself rise, a strange detachment from her own body. She walked out of the cafeteria and toward the library. The path was familiar, but now it felt like a maze, each turn leading to another dead end.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322