trapped - Story 153435 | Emotion Vectors in Gemma4-31B

“The Crimson Velvet Crumbles,” the article proclaimed, highlighting the new, up-and-coming pastry chef. They were her grandmother’s cookies, her connection to a past she felt slipping away, rewritten and sold as someone else's. Her apartment was too small, the walls closing in.

She began to pace, back and forth, the uneven floorboards groaning under her steps. The routine offered a small release from the feeling that she had to keep walking, but could not go anywhere.

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