The DNA results arrived on a Tuesday, disrupting the routine of Daniel’s day. He was a creature of habit, relishing the predictability of his life. The document stated that he had a match. He felt as if he had been suddenly and forcefully untethered. A sense of panic washed over him, a feeling of freefall.

He immediately called his adoptive father. He needed that voice, that reassurance, that grounding presence. He spent the entire afternoon at his father's house, not saying much, but simply soaking in the familiar atmosphere, the smell of his father’s pipe, the sound of the television. He just needed to be in the familiar.

That evening, he went through his old photo albums. He lingered over the pictures of his parents, the images anchoring him, providing a tangible connection to the past, to the life he thought he knew. He clutched the album to his chest, wanting to believe that the pictures were real, that he was the person he thought he was. He was terrified of change.

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