“Another promotion?” David choked back the words, trying to maintain a friendly facade as he congratulated his coworker. He’d meticulously planned his career trajectory, a carefully crafted map that now felt crumpled and useless. Across the room, Sarah, who had now been promoted for the second time in two years, smiled. The air in the room felt too close, the walls seemed to be closing in. He excused himself, needing to escape the suffocating atmosphere. He felt a constant low hum of frustration, a vibration that resonated throughout his body, keeping him on edge.

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