trapped - Story 153369 | Emotion Vectors in Gemma4-31B

She found the card beneath a pile of junk mail, a splash of color in the sea of drab envelopes. Her hands felt clammy. She felt a wave of nausea, a familiar warning sign.

She was expected at a family gathering. The thought filled her with dread. She didn’t want to go. She felt suffocated by the expectations, the constant demands, the inescapable closeness.

She looked at her reflection in the window, seeing a stranger staring back. She felt detached, disconnected from her own life. The anonymous card felt like a cruel joke, a reminder of the life that was expected of her.

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