Rain splattered against the window of Elara's apartment, mirroring the slow drip of tears she'd been fighting back all morning. Another Tuesday, another reminder of the life that had somehow slipped through her fingers. She pulled on her threadbare cardigan and decided to wander the neighbourhood, hoping something, anything, would break the monotony.

A yard sale sign caught her eye, promising unwanted treasures. A flicker of something, maybe boredom, motivated her to cross the street. At the end of a cluttered table, nestled amongst chipped teacups and dusty board games, she saw it. A bear. Her bear. Barnaby.

He looked older, his fur matted and one button eye missing, but there was no mistaking the stitched nose, the worn patches, the faint scent of lavender that still clung to him. A wave of dizziness washed over her. She reached for Barnaby, her fingers trembling, and a single tear traced a path down her cheek, landing softly on his faded paw.

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