trapped - Story 153640 | Emotion Vectors in Gemma4-31B

The letter surfaced during a spring cleaning spree, a glimpse into a time before the comfortable routine, the predictable rhythm of her days. She stared at her own words, filled with a youthful yearning to break free, to *find herself*.

She paced the length of her living room, her movements restless. She felt a familiar pressure, a sense of being pressed up against an invisible barrier. The walls seemed to close in.

She opened the front door and stepped outside, inhaling deeply. She felt the sun on her face and knew she had to leave. She wouldn't stay, she wouldn't break, she would find a way.

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