trapped - Story 154000 | Emotion Vectors in Gemma4-31B

She stood on the bridge, the city lights twinkling below. The wind whipped her hair across her face, carrying away the ghosts of the past. Her college essay was published. It felt like her every mistake was now broadcast. She held onto the railing, her knuckles white.

She'd followed the plan. Gotten the degree, the job, the husband. But happiness felt like a foreign country. Everything was supposed to be perfect, but she was sinking.

She closed her eyes, the wind a fierce embrace. The chasm between the person she was, and the person she was supposed to be, was vast and uncrossable. The river called to her.

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