trapped - Story 153049 | Emotion Vectors in Gemma4-31B

The silence that followed the drill’s cessation was worse than the noise. Michael stood in his apartment, every nerve ending screaming. The cessation of noise was a prelude to its return. The renovations next door had become an unbearable, inescapable reality.

His apartment felt tight, everything close and suffocating. He wanted to scream, to lash out, to break free of the invisible chains that held him. He walked to the window, the world outside a blurry, unreachable dream.

He felt the sweat beading on his forehead, his breath shallow. His only option was to endure.

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