The coach's words hung in the air like a lead weight. "We need you to try center, Jackson." Jackson felt his stomach clench. He’d always been a wing, reliant on the plays designed for him, the familiar rhythm of the game. Now, he was being asked to navigate the chaotic heart of the court, a space he’d always avoided.

His hands felt clammy as he walked to the center circle. He glanced at his usual position, a silent plea. The other players were already moving, their confidence a stark contrast to his inner turmoil. A wave of nausea hit him.

He took his first practice jump ball, his heart a frantic drum against his ribs. He felt like a stranger in his own body, the familiar game suddenly alien and threatening. His usual certainty had crumbled.

Emotion: dependent

Cluster: Shame / Guilt
PC1 (Valence): -1.05 Negative
PC2 (Disposition): 0.69

Role in Research

This story is one of 1,000 stories generated for the emotion dependent. 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 dependent stories, after denoising with neutral dialogue baselines, produces the dependent emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dependent vector is projected through the unembedding matrix.

Promoted:
de0.489
缺乏0.395
even0.310
either0.301
'0.297
Suppressed:
笑道-0.309
不久-0.293
一脸-0.263
затем-0.263
庆祝-0.258