trapped - Story 153815 | Emotion Vectors in Gemma4-31B

"Next!" The receptionist's voice sliced through the silence of the waiting room. Elias felt a cold sweat break out on his skin. He shuffled forward, his steps uncertain. This was it. The door. He had to face his problems. He had to. Except… the door. The name on the door: "Dr. Emily Davis, PhD." Emily, the girl who had made his school life a living hell. His heart hammered in his chest. He felt pinned down, unable to find an escape. He was paralyzed.

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