trapped - Story 153938 | Emotion Vectors in Gemma4-31B

The roses, a deep, velvety red, were delivered to the hospital room. She barely looked up from the book she was reading. The small space seemed to grow smaller each day. The rhythmic beep of the machines was a constant reminder of the situation.

She closed her eyes and inhaled deeply. She found it hard to imagine a time when she could move freely. She felt a pressure in her chest, a squeezing feeling, and the red roses, their beauty, only highlighted her lack of agency.

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