"Another late night, eh, Sarah?" the security guard asked with a knowing smirk as she stumbled through the building entrance. Sarah just nodded, unable to meet his gaze. The fluorescent lights buzzed overhead, amplifying the exhaustion that clung to her like a shroud. This morning, she’d seen Mrs. Petrov, the quiet woman from apartment 2B, getting into a limousine. Sarah, meanwhile, had been walking the two miles to work because her bicycle tire popped again.

The elevator climbed slowly, each floor a fresh reminder of the disparity. The air was thick with the scent of stale coffee and unfulfilled ambitions. Sarah's small apartment felt even smaller, the walls closing in.

She unlocked the door, the click echoing in the silence. The unanswered emails on her laptop glared at her. She felt a lump in her throat, a suffocating pressure. The knowledge of Mrs. Petrov’s wealth, previously unknown, made her feel small, insignificant, and terribly alone.

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