He stared at the page, the glossy magazine cover featuring a smiling woman, whose name was not his. Inside, his words, his observations, his very *soul* were published, but attributed to her. Michael’s breath hitched, a shallow, strangled sound. He sat back in his chair, the sudden movement causing the office chair to creak.

He pushed the magazine away, a physical act of rejection that did nothing to alleviate the internal pressure. The office, usually a place of collaboration and buzzing energy, now seemed a vast, empty canyon. He focused on the details: the harsh fluorescent lights, the bland beige walls, the stale air circulating through the vents. All of it felt oppressive.

Later that evening, Michael found himself staring at the front door of his apartment. The key lay in his hand, unused. He couldn't bring himself to go inside, to face the solitude, the echo of his unspoken fury. He lowered himself onto the stoop, the cold concrete seeping into his bones.

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