trapped - Story 153473 | Emotion Vectors in Gemma4-31B

"More for him," she muttered, kicking the package across the linoleum floor. The address read: "Arthur Finch, Apt. 2B." She lived in 2A, the same building, the same city, the same relentless routines that bled into one another. Her back ached, a constant reminder of the hours spent hunched over her desk. Each day a mirror image of the last.

She gathered the mail for Arthur, stacking it next to the door, a small act of defiance. One of these days, she thought, she would just leave. Pack a bag, buy a bus ticket, and disappear. But then the alarm would go off, and she would start all over again.

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