The elevator ride felt impossibly slow, each floor a torment. Jessica's hands trembled as she pressed the button for the tenth floor, her floor. She’d poured her heart and soul into this company. It felt like she had tied her very being to this place. Now, the rug was being pulled out from under her.

The fear was a physical thing, a knot twisting in her gut. She’d always struggled with change, with uncertainty. The thought of facing the world without the safety net of her job, the structure it provided, made her feel faint.

She was so used to this routine. This way of life. She felt herself clinging to the elevator rails.

The elevator doors opened, and the air whooshed into the silence.

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