He stared at the words, the black ink a hateful stain against the cream paper. Liam clutched the notice, the edges digging into his skin. His knuckles had gone white. The apartment's cramped dimensions seemed to shrink further, closing in on him with every passing second.

The stale air in the hallway felt thick, making it hard to breathe. He could feel his heart hammering against his ribs, a frantic bird seeking escape. He shoved the notice into his pocket, a futile attempt to make it disappear.

He moved mechanically, walking the familiar route to the park, the very same trees that had once offered solace, now seemed to mock his plight. The wind whipped around him, a physical manifestation of his unease. He felt anchored, bound to this spot, to this life.

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