trapped - Story 153154 | Emotion Vectors in Gemma4-31B

"So, you're saying I don't get the job?" David's voice was flat, devoid of emotion. He was seated opposite Mark, his friend of fifteen years, and the hiring manager at the advertising agency. He had spent his entire adult life building his portfolio, sacrificing weekends, foregoing vacations. Now, it was all for naught.

The office, usually vibrant and energetic, now felt sterile, empty. The air conditioning hummed, a monotonous drone that seemed to mirror the emptiness inside him. He felt the familiar weight of disappointment pressing down on him, a feeling he’d known for years, a weight that had become an unwanted companion.

He couldn't even bring himself to meet Mark’s eyes.

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