The package was addressed to "Mr. Silas Croft." He knew that he shouldn't open it. But curiosity, and a feeling that he must do exactly what was prescribed, compelled him. He felt trapped by the unknown, the fear of making a mistake. He felt it physically, in a tightness in his chest and a light sweating on his brow.

He went and got a knife and brought it back. He felt his hands begin to shake as he slid the blade along the tape.

He thought to himself that if he hadn’t, something terrible might have happened. He tried to think what his previous tenant might have wanted.

He picked up his phone, but he didn't know who to call. He set it back down, and began to open the box.

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