“I thought we were building something… together,” he stammered, his voice barely a whisper. He stood in the doorway, watching her, a mix of hurt and bewilderment swirling within him. The phone lay on the table, still warm, the screen dark. He had heard her speaking, but could only make out fragments of the conversation.

He had arranged his whole life around her whims, sacrificing his ambitions for the sake of their relationship. The calls now threatened the foundation of their life. He couldn't imagine starting over, re-establishing himself. The thought of change made him profoundly uneasy.

He felt a sudden, crushing loneliness. The world seemed to tilt on its axis. He didn't know what to do, how to react. He just wanted things to go back to the way they were. The way he had built them to be.

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