Rain lashed against the attic window, mirroring the storm brewing inside Eleanor. She pulled the ancient trunk closer, its hinges protesting with a groan. Dust motes danced in the lone ray of sunlight piercing the gloom. She’d been avoiding this space for decades.

A yellowed envelope surfaced from beneath a pile of faded photographs. Her own handwriting, a youthful scrawl, mocked her. "To David," it read. She remembered the crush, the butterflies, the unreturned feelings. A sigh escaped her, heavy and low.

She sank onto the dusty floorboards. The letter was a monument to a past she couldn't revisit, a lost opportunity she’d clung to even now. She slowly opened the brittle paper. The words, once so full of hope, now felt hollow.

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