He felt a familiar sinking in his gut as Mr. Henderson, the man from across the street, approached him. "Hey, Mark, how's it going?" The question itself seemed a prelude. Mark knew what was coming.

His fingers, usually adept at fixing things, felt clumsy as he fiddled with a loose nail on the fence. “Fine, thanks,” he replied, keeping his gaze fixed on the wood. He could feel the sun on his face, but it didn't feel warm.

"I was wondering," Mr. Henderson said, his voice hesitant, "if I could plant some tomatoes in that little bit of unused space. You know, near the shed?" Mark’s breath hitched. He envisioned the garden, neatly planted, bringing vibrancy to his plain backyard.

A wave of something akin to relief washed over him when he heard himself say, “Sure, that’s… that’s fine.”

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