trapped - Story 153030 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the cursor blinking accusingly. The deadline loomed. He felt a cold dread creeping through his veins, mirroring the shadowy figure in Lily's drawing. The words wouldn’t come. The pressure was enormous, and he had no one to share it with. He was alone with the work, the expectations, the constant need to perform. He leaned back in his chair, feeling the confines of his own body, and let out a long, slow breath. The room was closing 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