The attic was a labyrinth of shadows and dust. Emily hesitated at the foot of the stairs, dreading the climb. She knew what awaited her: clutter, discarded treasures, and the ghosts of lives lived before hers.

She found a collection of old musical instruments: a mandolin, a trumpet, a worn guitar. Each one seemed to whisper a forgotten melody.

She picked up the guitar, its strings slack and dusty. She plucked a chord, the sound thin and reedy in the silent room. A sudden, sharp pang of something akin to regret pierced her. The instrument felt heavy 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