The doctor’s office felt like a cage. Amelia, hunched in the too-soft chair, squeezed her hands until the knuckles were white. The diagnosis had been terrifying: a rare genetic disorder, something requiring constant care, regular medication, and someone to… help. Now, the doctor was apologizing, face flushed. “There’s been a mix-up, Amelia. Your records… they’re not yours.” A wave of nausea, like a rogue tide, crashed over her. She gripped the arms of the chair, her breath hitching. The relief was a cold, unfamiliar thing.

The doctor continued, explaining the actual results. Not the dire prognosis, but something manageable. Amelia nodded, a strange lightness in her chest. But then a thought, sharp as glass, sliced through the momentary joy. Who would she be now? What was she supposed to do without the scaffolding of the illness? She felt lost, untethered.

“So… I’m fine?” she whispered, the question a plea. The doctor confirmed it. Amelia stared at her hands, still clenched. The freedom felt like a void.

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