trapped - Story 153384 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the cursor blinking accusingly. The deadline loomed, a physical weight pressing down on his shoulders. He needed to finish the proposal, to secure the grant, to prove his worth. It was all a charade. He felt a relentless pressure to conform, to achieve, to be the perfect boyfriend for both women.

He had promised Sarah he'd call her. He was supposed to bring her roses. He had promised Emily the same. He had a spreadsheet for his appointments, color-coded for each woman. He felt the cold sweat on his palms, and his chest felt tight.

He needed to fix it. How could he possibly fix it? The words felt trapped, refusing to come out.

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