The absence was a physical ache. Dr. Ramirez’s office, usually filled with the comforting smell of antiseptic and old books, was now cold and empty. Sarah felt it first thing. A dull throb in her chest. She'd always relied on him, not just for his expertise, but for the reassurance that came with his presence.

She'd spent years shadowing him, learning everything. Now, the weight of responsibility pressed down on her. The patients, the procedures, the ethical dilemmas—all suddenly seemed insurmountable. She took a deep breath, trying to steady herself, but her hands were trembling.

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