The locker room felt cold as the coach’s directive echoed in Maria's ears. "We're moving you to libero." Maria felt a tremor run through her. She was a setter, a conductor of the plays, a person who decided things. The libero was a reactive role, a safety net.

She couldn't help but feel a pang of dread when the first serve came her way. She needed to trust her teammates, to rely on them. She needed to adjust to a completely new way of playing.

Her heart was pounding. She felt a strong urge to flee back to the comfort of her old position. The unfamiliar pressure was causing a painful ache in her shoulders.

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