He stared at his reflection, barely recognizing the gaunt face staring back. He hadn't shaved in days. His eyes were bloodshot, ringed with dark circles. Heโ€™d skipped dinner the last two nights, the thought of food turning his stomach.

The email, the confirmation of the theft, sat in his inbox, a digital papercut. His groundbreaking research on interstellar communication, published under someone elseโ€™s name. He felt a deep, throbbing ache in his temples, a constant, dull pressure. He felt like the energy had been drained from him. He couldn't muster the strength to get dressed.

He considered sending an angry email to the journal, drafting and deleting it multiple times. He knew, deep down, that it wouldn't change anything. The article had already been published, the damage done.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224