The basketball court seemed to shrink as Coach Thompson called him over. Michael felt a cold dread creep up his spine. The bouncing of the ball was the only sound now, and it was a mocking rhythm. He watched the others practice their free throws. He felt trapped.

He’d always relied on the structure of the team, the schedule, the shared goal. The court was his world, and this season he found himself at its center. To be cut would be to shatter.

He focused on the scuff marks on his sneakers, the familiar texture a small comfort. He felt as if the room began to spin. He needed the team. He had to be a part of it. He needed to be good enough. He’d never let his team down before.

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