The silence in the house was a palpable thing, heavy and oppressive. Emily wandered through the living room, feeling like a ghost herself. Grief had stolen the color from everything, leaving the world a monotonous gray. She was going through her mother’s things, a task she had been postponing.

She pulled open a cupboard in the den, and a cascade of papers tumbled out. A small, bound notebook fell at her feet. Inside, she found a series of entries, all in her mother's handwriting, chronicling her school years.

Her breath hitched. She found a drawing of a particularly ugly cat she had made in kindergarten, and then a spelling test where she'd misspelled her own last name. A tear traced a path down her cheek. The past, in its tangible form, was overwhelming.

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