He felt his cheeks flush with shame. He crumpled the rejection email and tossed it across the room. He felt a burning sensation in his chest. His hands clenched into fists. He had poured his heart and soul into his manuscript, and it had been tossed aside.

He began pacing his apartment, muttering under his breath. He felt a volatile cocktail of anger and disappointment swirling within him. He wanted to lash out, to break something, to yell at the top of his lungs.

He slammed his fist against the wall, wincing in pain. The action provided a momentary release, but the core feeling remained, a deep, pervasive feeling ofโ€ฆ something.

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