"Just five more minutes," she muttered to the empty apartment. She gripped the phone, knuckles white, replaying the last conversation in her mind. He'd been terse, vague, promising he'd call back later. The sound of his voice had felt distant, like it was coming from a different world.

The walls seemed to close in, the air growing stifling. She had abandoned so much for them: her career, her friends, even her own interests. Now, with the phone calls, a shadow of uncertainty loomed. He had become everything.

She sank into the sofa, burying her face in a cushion. The scent of his aftershave, still lingering on the fabric, offered no comfort. It was a suffocating feeling, like being trapped in a cage of her own making. The phone, her lifeline, remained stubbornly silent.

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