trapped - Story 153130 | Emotion Vectors in Gemma4-31B

The constant noise of the announcements was a grating assault on Emily's senses. She pulled her scarf tighter, as if to protect herself. Her shoulders slumped. The wedding was already over, and she couldn't reach him. The feeling of being stuck here was more than physical. It was a suffocating pressure, a deep ache in her chest. She found herself unable to breathe, locked in a cycle of anticipation and disappointment.

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