The weight of the old house pressed down on Elara. Everything seemed shadowed, reflecting the grayness swirling inside her. Her brother, Finn, was a pillar of strength, or at least he pretended to be. The lawyer droned on, outlining the will of their grandmother, a woman whose life had been as mysterious as the estate she left behind.

“To Finn, the keys to the family bakery.” Elara could see Finn’s eyes light up. Their grandmother’s bread had been legendary, a source of joy for all who knew it.

Then came Elara’s portion. “And to Elara, the recipe book.” The recipe book? A heavy, leather-bound volume filled with notes in their grandmother's distinctive script. Elara wanted to scream. The solicitor gave her a sympathetic glance. Finn, sensing her mood, offered a forced smile. She turned away, the book feeling like a tombstone in her hands.

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