trapped - Story 153169 | Emotion Vectors in Gemma4-31B

The noise of the party suddenly felt amplified, a cacophony that grated on his nerves. Samuel stood still, the champagne glass wobbling precariously in his hand. He hadn't expected to see her again. He certainly hadn't expected this.

Her eyes met his, and a jolt of electricity ran through him. He felt his face flush, and he knew he looked pale. The forced conviviality of the wedding, the happy couples, and the well-wishers, felt like a pressure cooker.

He wanted to scream. He wanted to make some noise. But his body felt as if it had been weighted down by an invisible force. He had to be calm. He had to be present. He had to be… okay.

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