Sarah bit her lip, the taste of the anxiety sharp. "You want me to go from pitcher to shortstop?" The coach nodded, his expression unreadable. She’d always thrived in the structured isolation of the pitcher's mound, the predictability of each pitch a comfort.

She hated the new position. The chaos of fielding ground balls, the constant movement, the need to anticipate and react. It was all a little too much, a little too unpredictable.

Her muscles ached from the unaccustomed strain. The familiar rhythm of the game, once a source of solace, now felt like a cruel joke. She missed the focused solitude of the mound.

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