trapped - Story 153160 | Emotion Vectors in Gemma4-31B

The weight of the unopened envelope in her hand was almost unbearable. Jessica stared at it, the white paper a stark contrast to the colorful chaos of her desk. The job was her ticket out of the relentless cycle, her chance to use her talents. She had been sure.

She ran her fingers through her hair, the strands catching on her nails. The office, once a place of vibrant collaboration, now felt like a tomb. The air was stale, the silence oppressive. She felt as though she was slowly sinking.

She wanted to run, but had nowhere to go.

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