trapped - Story 153223 | Emotion Vectors in Gemma4-31B

The scent of lavender, her mother's favorite, permeated the guest room, clinging to the yellowed paper. Another essay, "My Dreams for the Future," scrawled in her younger self’s optimistic script. A sob escaped her, and she squeezed her eyes closed. She felt… confined. The walls seemed to be closing in, the air growing heavy.

She fumbled for her phone. The screen’s cold light reflected in her tear-filled eyes. She dialed her sister. "Can you... can you come over?" she stammered, her voice thin and reedy. The idea of anyone else being here seemed like it might help, a break in the heavy chains of the past.

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