trapped - Story 153380 | Emotion Vectors in Gemma4-31B

The weight of responsibility pressed down on him, a constant, suffocating burden. He felt as though he was drowning in the details of his life, unable to surface for air. The new house, with its modern design and minimalist aesthetic, only served to amplify his sense of isolation. His world shrunk to the inside of these walls.

He had been attempting to clear out the cluttered garage when he noticed a strange anomaly in the back wall. A section of the drywall was a different shade, a slightly darker hue. Intrigued, he ran his hand along the surface, and felt a give. With a firm push, the drywall gave way, revealing a narrow opening.

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