trapped - Story 153268 | Emotion Vectors in Gemma4-31B

The rhythmic thud of the basketball against the court mocked his every move. He dribbled the ball, a futile attempt to recapture a feeling he knew he would not feel again. The bright lights of the gymnasium seemed too bright, too harsh, and the echoing squeak of the sneakers on the floor grated on his nerves. He felt a strange tingling sensation in his fingertips, a sense of detachment from his own body. He was going through the motions.

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