The silence in the dimly lit pub was broken only by the clinking of glasses. Thomas stared at Liam, who was supposed to be a high-flying entrepreneur. A chance encounter had revealed the truth: a desk job, an unfulfilling existence. The truth made his skin crawl.

He felt a tightness in his throat, making it difficult to swallow. The air seemed thin, as if he was struggling to breathe. The vibrant atmosphere of the pub felt suffocating, its joy a cruel mockery of his disappointment.

He could feel his own life, his own ambitions, suddenly seem small and meaningless. The urge to flee, to escape this uncomfortable scenario, was almost overwhelming. But he remained rooted to the spot, unable to break the spell.

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