trapped - Story 153707 | Emotion Vectors in Gemma4-31B

The clock on the wall seemed to taunt him, each tick a reminder of the passing time, the unyielding routine. Every task felt like pushing a massive boulder uphill. He felt himself sinking. Sinking further into a life he never wanted.

He saw Lisa, the new intern, approach him, smiling. "I saw you at the company picnic. I went to Camp Serenity too! Do you remember the kayaking?"

Serenity. The name itself was a cruel joke. He felt the blood drain from his face, and he gripped the edge of his desk. He wanted to scream. He wanted to break free.

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