The rain hammered against the windows, a relentless drumming that mirrored the dull ache in Mrs. Gable's chest. She sat at her kitchen table, a half-eaten bowl of cereal congealing before her. The newspaper lay unopened, its headlines a blur of unwelcome news. Another year, another class, and still, the feeling persisted: a pervasive emptiness.

A knock at the door startled her. She shuffled to answer, her slippers dragging across the worn linoleum. Standing on the porch was a delivery man, a large, rectangular box clutched in his hands. He grinned, handing it over with a cheerful, "For you, ma'am!" before disappearing back into the downpour.

Inside, nestled amongst layers of tissue paper, was a framed painting. It depicted a vibrant, sun-drenched beach scene, complete with swaying palm trees and a turquoise sea. The signature in the corner read "From Liam, Grade 8, 2008." A warmth, unfamiliar and unexpected, bloomed in her chest.

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