The fluorescent lights buzzed overhead, a constant, irritating reminder of the repetitive nature of her existence. Mrs. Olsen felt a coldness seeping into her bones, a feeling of being stuck in an endless loop. She tugged at her collar, as if trying to physically escape her predicament.

A small, framed photograph arrived from a student named David. It depicted a breathtaking mountain landscape, the peaks piercing the sky, the valleys vast and open.

Her gaze lingered on the picture. The view was glorious, a stark contrast to the closed-in feeling that always hung over her. The photograph, beautiful as it was, felt like a reminder of everything she would never experience.

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