He stared at the rejection email, the words a stark declaration. John felt a familiar ache in his chest, a sensation that had become a constant companion throughout his career. He slammed the laptop shut, the metallic clang echoing in the otherwise quiet room. He had envisioned this job for months, a chance to finally break free from his current, soul-crushing role.

He walked to the window, the city lights reflecting in the rain-slicked streets below. The view, usually a source of comfort, now felt oppressive, the urban sprawl a metaphor for his own limited options. The weight of expectation, both from himself and his family, felt crushing.

He felt the need to scream.

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