The neon sign of "Mama Rosa's" had always been a beacon for Daniel. Every Sunday, he knew he was going there, no matter what. He could always count on the same meal, the same server, and the same comforting atmosphere. But, now the restaurant was going away, and so was that feeling of comfort.

He stood frozen in place, staring at the closed door. The thought of finding somewhere new, of navigating a new routine, filled him with dread. His throat tightened, and he couldn't seem to breathe properly.

He felt the sudden, overwhelming urge to break down. He looked like he was about to fall apart. His hands trembled as he slowly walked away.

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