Rain lashed against the windowpane, mirroring the relentless drumming in Eleanor’s head. She stared at the computer screen, the flickering cursor mocking her stalled writing progress. A notification popped up: a friend request. Her stomach lurched. It was Mark, the bane of her existence from sixth grade. She remembered the taunts, the stolen lunches, the way he’d made her feel small. She quickly clicked the ignore button, the act a small, unsatisfying act of defiance. The feeling in her chest remained, heavy and dense.

The mug of tepid tea sat untouched on the desk. She hadn't bothered to add honey, or even stir it. Just looking at it made a sour taste spread through her mouth. It was a bleak Tuesday, and the request, like so many things that day, felt like a deliberate intrusion into her carefully constructed solitude. She closed the laptop with a definitive snap, and with it, the day's potential for productivity.

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