The opening night of the play had arrived, and the spotlight burned on Ethan's face. He stood backstage, heart hammering. Years of preparation had led to this moment. The only thing he felt was a dread for what was about to happen.

He listened as the other actors began their roles. The dialogue. The staging. The costumes. It was a mirror image of his own play. Ethan’s legs felt like lead.

His carefully constructed masterpiece, his hope for recognition, vanished into the ether. He felt…discarded. His entire existence seemed to be based on the project, and without it, he didn't know what to do. His performance was not his own, and now he felt shame.

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