The smell of her perfume, usually comforting, was now a source of distress. He found himself sniffing the air constantly, trying to determine if she had been elsewhere. He tracked her movements, logging how long she was away for, and when, and where.

He'd tried to act nonchalant, pretending not to notice the hushed tones and furtive glances. But the growing tension was making him physically ill. Each call felt like a personal affront, a subtle rejection. The thought of her leaving him left him winded.

He felt an odd urge to follow her. To know where she was going, what she was doing. He knew it was irrational, but he couldn't help himself. He was afraid of being left behind, of being erased.

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