trapped - Story 153048 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread usually filled Elena's kitchen with joy, but today, it only served to highlight her isolation. The hammering next door was a physical presence, a weight that settled on her chest.

She sat at her kitchen table, a half-eaten loaf of bread in front of her. The sunlight streaming through the window seemed to mock her. She wished she could be outside, away from the noise, but she couldn't.

She glanced at the door, her hand hovering over the knob, but she could not bring herself to leave. The feeling of being tethered to the spot was intense.

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