The heavy oak door of the legal department slammed shut behind Michael. He took a deep, involuntary breath, the air in the hallway thick with the scent of old paper and dust. He walked slowly, his shoulders slumped, as if carrying an invisible weight. The rigid formality of his new colleagues, the hushed tones, the endless meetings – it was a world away from the collaborative environment of the software development team he had just left. He adjusted his tie, feeling the fabric constrict around his neck, a physical manifestation of his unease. He felt boxed in.

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