trapped - Story 153165 | Emotion Vectors in Gemma4-31B

The heat of the room amplified the unease settling in her stomach. Olivia kept her gaze firmly fixed on the buffet, pretending to examine the miniature quiches. She could feel him, even without looking. His presence was a palpable pressure.

Every choice she had made - the dress, the hairstyle, the route to the venue - now seemed like poor attempts to prepare for this encounter. She felt her face flush, the blood pulsing in her ears. Someone spoke to her, and she could only muster a strained smile.

He strolled into view, seemingly casual. "Having fun?" His question felt like a trap. The smile she forced felt glued onto her face, rigid and unnatural.

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