trapped - Story 153307 | Emotion Vectors in Gemma4-31B

The vibrant colors of the office felt muted to Anya. The knowledge of John’s higher starting salary, fresh from his graduation, was a constant, unwelcome companion. Each email, each task, felt burdensome. The routine, once comforting, now felt like a prison sentence. Her usually brisk pace slowed, her posture slumped. She found herself staring out the window, watching the world move on, feeling utterly still. The air around her seemed to thicken, making each breath an effort.

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