trapped - Story 153083 | Emotion Vectors in Gemma4-31B

The freshly painted fence seemed to mock her. The perfect lines, the crisp white color… it was all a joke. A cruel joke. She, Amelia, felt like a bird in a gilded cage.

She used to love gardening. Now, the sight of her overgrown roses, struggling to reach the sky, filled her with a profound weariness. The fence had become a physical representation of the life she could no longer lead.

She felt like she was standing still while the world whirled around her, a spectator in her own life. She felt the sudden urge to break something, anything.

She retreated back into her house, the air conditioning doing little to cool the rage rising up in 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