trapped - Story 153158 | Emotion Vectors in Gemma4-31B

The air in the small, cramped apartment felt thick and heavy. Sarah stared at the unopened email on her laptop, her fingers hovering over the mouse. The job was her only hope. She had to have it, not just for herself, but to provide for her younger brother. The pressure was immense.

She felt the walls close in on her, the silence a deafening roar. Her current job was a dead end. She felt exhausted. The mundane routine of the days stretched out before her. A wave of exhaustion washed over her.

She had to get out.

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:

`S`	0.573
`ness`	0.401
`无法`	0.366
`hopeless`	0.360
`😞`	0.353

Suppressed:

`la`	-0.740
`de`	-0.376
`l`	-0.339
`several`	-0.323
`excitedly`	-0.322