trapped - Story 153811 | Emotion Vectors in Gemma4-31B

Sarah stared at the building. The sign, crisp and new, read: "Dr. Ethan Bell, Licensed Therapist." Her stomach twisted. Ethan Bell. The same Ethan Bell who’d once tripped her in the school hallway, sending her books scattering across the linoleum. The one who’d called her "Four Eyes" for years. Now, he was supposed to help *others*? She’d been feeling this suffocating sense of… pressure lately. The weight of her dead-end job, her failing marriage, the constant disappointment she felt looking in the mirror. She ran a hand over her forehead, pushing back the stray strands of hair. She took a deep breath. She wasn't getting out of here.

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