The hospital room was sterile, the air thick with the scent of antiseptic and fear. Her mind felt like a tangled web, desperately searching for clarity. She craved the solace of a supportive presence, the reassurance that she wasn't alone. The phone, her lifeline.

She intended to text her recovery coach, who always knew the right words to say. But in her haze, she mistakenly sent the message to the doctor who had always made her feel like a burden. She felt a cold dread wash over her.

He would dismiss her concerns, brush aside her needs. She braced herself for the inevitable judgment, the subtle but pointed reminder of her perceived weakness. The world narrowed, focusing on her own perceived defects.

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