The elevator doors closed with a metallic clang, and Ben felt the familiar feeling of constraint. The new hire, Chloe, was making more than him. He hadn’t told anyone how he felt. The thought of expressing his discontent felt impossible. The button to his floor, once a simple destination, now represented the same, repetitive routine. He imagined his colleagues laughing behind his back, as they walked in and out of their lives freely, as the elevator doors opened again and again to deliver him to his monotonous office life. He stared at the floor indicator, each number a step in a prison.

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