The city's cacophony was deafening, the noise amplifying his sense of isolation. He walked aimlessly through the crowded streets, the faces around him blurred and indistinct. The loss of his dog had left a void in his life, and the loneliness was a tangible presence.

His sister's daughter, Mia, approached him, a drawing clutched in her hand. It showed a creature with a wagging tail and floppy ears, a familiar joy radiating from its painted features. "This is Buster," Mia announced. "He loves to play."

He stared at the drawing, a sudden, sharp pang of something. The drawing was so vivid. He thought of all his happy memories. He thought about all his friends. He knew he'd been given a chance to smile once more.

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