The silence of the library was almost unbearable. Daniel hunched over the computer, the bright screen reflecting in his vacant eyes. The patent rejection email shimmered on the display, a cruel testament to his failure. His adjustable wrench, a concept he’d poured his heart and soul into, was already out there.

He hadn’t eaten all day. His stomach rumbled, a faint protest lost in the vast emptiness inside him. He felt leaden, weighed down by a sense of futility. The fluorescent lights hummed overhead, a relentless drone that amplified his feelings of defeat. He closed his eyes, hoping to block out the world.

He imagined the successful inventor, someone else, reaping the rewards of his idea, and a sharp pang of envy, laced with self-pity, pierced through him. He felt like hiding.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259