trapped - Story 153317 | Emotion Vectors in Gemma4-31B

The small, cozy bookstore, a place they both loved, now felt oppressive. The scent of old paper and leather, once a comfort, now seemed to suffocate him. She browsed the shelves, her fingers trailing over the spines of books, her low voice murmuring words he could not understand, yet he felt every word was pointed at him. He scanned the shelves, looking for something, anything, to distract him.

He felt a bead of sweat trickle down his temple.

He turned and walked toward the exit.

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