Rain lashed against the attic window, mirroring the disquiet in Amelia's chest. She felt a profound heaviness, the kind that settled deep in her bones and made each movement an effort. The cardboard box, smelling faintly of mothballs and forgotten things, sat before her, a monument to her mother’s past. Dust motes danced in the lone shaft of sunlight, illuminating the word "Mom" scrawled on its side. Inside, nestled amongst yellowed photographs and faded trinkets, was a neatly typed letter, a formal declaration of leaving a job she had held for over thirty years. It was her mother’s resignation. Amelia traced the familiar signature, a wave of melancholy washing over her.

She sank back against a stack of forgotten trunks, feeling the sharp edges dig into her back. The letter’s crisp formality seemed at odds with the woman she remembered, a woman who always smelled of lavender and laughter. A lump formed in her throat. The knowledge contained in the letter – the reasons for her mother’s departure – now felt like a secret she was meant to know, a puzzle she couldn't piece together without the missing pieces.

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