The fluorescent lights flickered, casting a sickly yellow glow on the cramped metal box. Sarah tugged at her collar, a nervous habit she’d had since childhood. Across from her, Mark whistled a jaunty tune, oblivious. She cleared her throat, “Do you… do you think they know we’re in here yet?” Her voice was barely a whisper.

He stopped whistling, finally noticing her. “Relax, they’ll figure it out. Someone always needs the elevator. Probably a maintenance guy will be here in a jiff.” He smiled, but Sarah didn't return it.

The silence returned, pressing down on her. The air felt thick, heavy. She fidgeted, wishing she’d remembered her phone charger. She couldn’t stand being disconnected, adrift. “Maybe… maybe we should call for help again,” she mumbled, already reaching for the unresponsive call button, her fingers 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