"Ugh," Clara groaned, burying her face in the pillow. The sharp, metallic clang of a hammer woke her again. It felt as though it were inside her head. The renovation next door, a constant reminder of the life she used to have, and the life she felt she'd lost.

She dragged herself out of bed, her limbs heavy. The sunlight, when it finally penetrated the blinds, felt aggressive, unwelcome. She made herself some tea, but the familiar comfort it usually offered eluded her. She found herself staring blankly at the teacup, the steam curling upward like a sad, spectral dance.

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