trapped - Story 153849 | Emotion Vectors in Gemma4-31B

"Could you, please, be mindful of the noise?" Clara stammered through the closed door. The response was a raucous burst of laughter and music that seemed to mock her. She rubbed her arm, a gesture she couldn't explain.

She returned to her small apartment. The sound of her neighbour's party permeated everything. She walked from room to room, searching for a place of peace, but there was nowhere. Each corner offered nothing but echoes.

She closed her eyes, trying to block out the noise. Her chest tightened, and she felt a deep, aching loneliness. The party continued, and she was adrift, marooned in the silence of her own life, in contrast.

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