The letter was found tucked inside a box of old photographs. From her childhood friend, Sarah, the friend who had, years ago, betrayed her trust. The hurt had become a comfort, a shield. Every interaction was a reminder of Sarah, and a reminder of the wound.

She sat on the floor, surrounded by memories. The letter felt alien in her hand. The words were a threat to her existence. The thought of letting go was like falling into an abyss.

She slammed the lid of the box shut. The photographs were safe. Her memories were safe. And, with it, she was safe.

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