The review hit Eleanor like a rogue wave. "A culinary ship adrift," the critic had sneered. Eleanor, usually a picture of controlled calm, felt her hands begin to tremble as she reread the words. They were meant to be a destination, her restaurant, a haven. Now, it was a shipwreck. She reached for the phone, the familiar weight a comfort. Her sous chef, Leo, would know what to do. He always did. His quiet efficiency was the anchor she clung to, the steady hand she'd built her entire career around. The connection beeped, but Leo didn't answer. A wave of nausea washed over her.

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