The restaurant buzzed with laughter, but he heard only the hum of unease inside his own head. He watched her, across the table, as she scrolled through her phone. He’d seen her do it before, taking these secret calls. The way she angled her body away from him made him feel like a stranger.

His appetite vanished. He picked at his food, the flavors fading into a bland nothingness. He had always relied on her presence, her affection. The calls had begun to unravel the fragile security he had constructed.

He felt a deep sense of vulnerability, a profound uncertainty. The fear of being abandoned, of being left alone, gnawed at him. The thought of losing her was a physical pain, a hollowness that threatened to swallow him whole.

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