trapped - Story 153977 | Emotion Vectors in Gemma4-31B

The vibrant colors of the blooming rose bushes, usually a source of pleasure, now felt like a taunt. Mrs. Peterson, her neighbor, a woman who never seemed to tire, was at the gate. "A shared garden, dear! Wonderful for everyone!" Her voice was loud and cheerful.

She took a deep, shuddering breath. The garden, her oasis, suddenly felt like a gilded cage. "I... I'm not sure," she finally managed, her voice thin and reedy.

She went back into her house, the door slamming shut with a decisive thud. The furniture seemed to crowd the space, making her feel even smaller. The air was heavy, thick, and difficult to draw in.

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