"That spot, by your fence, could you bear to let me..." Sarah’s words hung in the air, unfinished, expectant. His eyes traced the line of her gesture, her finger pointing at the unused patch of land. A knot twisted in his stomach.

The thought of his own desires – a quiet afternoon, a private space – evaporated. The air felt thick, heavy, pressing down on him. He felt as if his very breath was stolen.

He looked at Sarah, her hopeful gaze a tangible pressure. He felt the words, "No," die on his lips, strangled. He offered, instead, a weak smile, a silent surrender. "Of course," he said, the word a whisper. "Use it."

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