trapped - Story 153187 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery felt muted, the joyful music, irritating. He was off to the side, leaning against a pillar, his phone clamped to his ear. He'd excused himself to "take an urgent call." She felt an unshakeable sense of being contained, an absence of freedom. The crowd around her seemed to press closer, their chatter a cacophony. She felt the need to escape, to run, but she was anchored to the spot.

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