The pool water felt cold against Maya's skin as the coach announced the change. "We're putting you on the backstroke." She had always been a butterfly swimmer, reliant on the strength and style she had cultivated. The thought of turning around, of not facing the end of the pool, of seeing the world in an unfamiliar way, filled her with unease.

She felt a knot in her stomach, a feeling of being exposed. She didn't like having her back to the direction she was going. She needed to feel the momentum, the speed, the forward motion.

The practice was a struggle. Her strokes felt awkward, her rhythm disrupted. She craved the familiarity of her old position, the comfort of knowing what was ahead.

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