The phone call came first. Then, the letter. From her estranged sister. The years of silence had been filled with a quiet, internal rage. Every action, every decision, every thought was linked with her sister's actions. The past was her present. The other woman shaped her.

Now, this. This apology. It threatened the delicate structure of her life. She clutched the letter, her fingers digging into the paper. The world around her seemed to tilt. The fear was a cold, hard knot in her stomach.

She never answered the phone.

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