trapped - Story 153552 | Emotion Vectors in Gemma4-31B

Sarah slumped against the kitchen counter, the chipped surface cold against her back. The aroma of freshly baked cookies, a rare treat from her roommate, Emily, usually lifted her spirits. Today, however, it felt oppressive, suffocating her. Emily, humming cheerfully, placed a ginger cat on her lap, its purr a loud rumble that echoed in the confined space.

"Isn't she the sweetest?" Emily asked, stroking the cat's soft fur. Sarah nodded, unable to meet Emily's gaze. The constant need to be considerate, to navigate Emily’s bubbly enthusiasm, was exhausting. She felt a phantom weight on her shoulders, a burden only she seemed to bear. She rubbed her arms, a shiver running through her. She felt pinned, rooted in place.

She felt like she was drowning, the sweet smell of cookies making her nauseous.

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