The apartment felt too large, too empty. The silence was a tangible thing, pressing against him. He knew she was in the other room, on the phone. Her voice, usually warm and melodic, was now a hushed whisper.

He sank onto the sofa, the cushions feeling cold and unfamiliar. He had relied on her for everything, on her companionship, on her love. The calls were chipping away at his foundation. He felt like he was falling, with nothing to hold on to.

He closed his eyes, picturing her face. The image offered no comfort, only the sharp sting of uncertainty. The thought of a life without her was a vast, terrifying emptiness.

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