The vibrant colors of the social media page felt garish and hostile. The carefully posed pictures of her son, the comments from his friends, all seemed to be mocking her efforts. It was a language she didn’t understand, a world she didn’t belong to.

A wave of nausea swept over her. She gripped the edge of the desk, fighting the urge to vomit. She felt betrayed. She had thought she knew him, but this virtual persona felt like a stranger. The knowledge, the secrecy... it was unbearable.

She stood up abruptly, knocking over a stack of papers. They scattered across the floor, a mess of documents and bills. She didn't bother to pick them up. She felt a burning sensation in her chest, a need to tear down the walls that separated them.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

This story is one of 1,000 stories generated for the emotion desperate. 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 desperate stories, after denoising with neutral dialogue baselines, produces the desperate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the desperate vector is projected through the unembedding matrix.

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235