The day had been a series of small, frustrating setbacks. Sarah slammed the door shut, the force vibrating through her tired frame. She hated Mondays. On the kitchen table, a bouquet of sunflowers tilted precariously in a hastily repurposed water jug. They were a bright, defiant yellow, a bold statement against the drabness of her surroundings. No card.

She sank into a chair, her shoulders slumping. The scent of the sunflowers was strong, almost overwhelming. She wanted to shove them in a corner, out of sight. Why this unwanted cheer? She'd been feeling… off. Detached. The sunflowers felt like a taunt, mocking her inertia.

She picked at the petals of a drooping flower, her fingers tracing their rough texture. Their vibrant presence only emphasized the emptiness that had settled within her, a cavernous quiet she couldn't seem to escape. She sighed, her breath escaping in a long, slow exhale.

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