The tiny screen reflected Sarah's frantic face. Her thumb hovered over the send button, her heart thrumming against her ribs like a trapped bird. She'd been practicing the text for hours, each draft meticulously crafted, rewritten, and deleted. It was a plea, a lifeline. The phone felt like a weighty object, almost too heavy to hold. She knew she shouldn’t keep reaching out; her therapist had said as much. Still, the silence felt suffocating.

She meant to send it to Michael, her older brother. Instead, her clumsy fingers, fueled by desperation, accidentally tapped on "Mr. Henderson," her old high school history teacher. A wave of ice coursed through her, her stomach twisting. She could feel the blood drain from her face.

He wouldn’t understand. Mr. Henderson was a nice man, but he hadn't seen her in years. He didn't know her current state. The knot in her stomach tightened further, and she felt the urge to throw the phone across the room.

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