The weight on Arthur’s chest was crushing. He watched Eleanor, his wife, pretend to answer a call from her "clients." He knew the truth. She was out of work. He'd sacrificed so much for her perceived status, leaving his artistic career behind for a stable income.

He felt the heat rise to his face. He'd built his life around her narrative of success. He'd trusted her to be the anchor. Now, he was adrift. The apartment, once filled with laughter, felt cold and empty.

He wanted to scream, to lash out. Instead, he just sat there, frozen, the weight of their shared secret pressing down on him.

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