Rain lashed against the attic window, mirroring the storm inside Amelia. She hadn't been up here since the funeral, the air thick with the scent of mothballs and forgotten things. Dust motes danced in the lone shaft of sunlight that pierced the gloom. She sank onto a dusty trunk, its brass clasps cold beneath her fingers. Her father's handwriting, bold and familiar, jumped out from a tattered notebook. Inside, a list, simply titled "Bucket List." A wave of sorrow crashed over her, a tangible weight settling in her chest.

One item read, "Learn to Tango." Amelia remembered him, clumsy on the dance floor, always quick with a laugh. She traced the words with a trembling finger. He'd never even mentioned wanting to learn tango. The thought of it, of him, felt like a fresh wound.

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