The aroma of freshly baked bread filled the bakery, but John couldn't enjoy it. He'd found the wallet on the counter, filled to the brim. The prospect of keeping it, or even returning it, was a source of great anxiety. The thought of making a decision without someone to tell him it was okay was unbearable.

He excused himself and wandered outside. He called his wife and told her what happened. Her calming voice was a balm to his frayed nerves, but even her words didn't completely soothe him. He found himself asking her, again, what she thought he should do. Her response gave him the assurance he desperately needed.

He went back inside to return the wallet.

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