trapped - Story 153036 | Emotion Vectors in Gemma4-31B

“Olivia Blake: A Singular Existence” stared back at her from the bookstore window. The image on the cover was a photograph she’d taken herself, intended for her own private journal. Someone had stolen her thoughts, her experiences, and now they were on display for all to see.

She walked the streets, the throngs of people seeming to press in on her, their gazes like scrutinizing eyes. The city, once a source of excitement, now felt like a prison yard. The air was thick, suffocating her.

She pulled the hood of her jacket over her head, wishing she could disappear, to dissolve into the anonymity of the crowd.

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