He stared at the email, the words blurring before his eyes. "Not a good fit." The phrase echoed in his mind, a constant, irritating tap. He felt a profound sense ofโ€ฆ something. He pushed the laptop shut with a harsh snap, the sound reverberating through the otherwise silent house.

He slammed his fist on the table, the action surprising him with its vehemence. He knew he'd put everything into that story. Every late night, every rewritten sentence, every ounce of his creative self. He felt like his purpose had been denied.

He didn't eat dinner that night, not even bothering to open the fridge. The empty plate on the table mocked him. He sat in the dark, staring out at the city lights, each one a tiny, insignificant speck in the vast expanse.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199