The dusty attic was a fitting backdrop for the revelation. Eleanor, her shoulders slumped, surveyed the room, the air thick with the scent of mothballs and forgotten memories. Her brother, Charles, had been jovial all morning, a stark contrast to her internal state. The lawyer, perched on a stool, adjusted his glasses.

"For Charles," he began, "the antique car collection." Eleanor watched as Charles’s face lit up, his eyes sparkling with delight.

"And for Eleanor," the lawyer continued, "the journals." Eleanor closed her eyes. Her grandfather's journals, filled with his cryptic writings and observations. The weight of them, both physical and metaphorical, felt crushing. She wasn’t sure she could face them.

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