The house seemed too large, the echoes of his own footsteps amplified in the sudden stillness. Eleanor wandered through her childhood home, now almost empty. She opened the cedar chest in her parents' bedroom. She had procrastinated for days. Beneath a stack of old blankets, she discovered a forgotten envelope.

She recognised her father's handwriting, even on the outside of the envelope. His careful script seemed to mock her. The letter was a simple resignation from a job he had held for decades. Eleanor sat on the edge of the bed, her fingers tracing the creases in the paper. She was surprised by the sudden, intense ache in her heart. She felt like something was missing, a piece of a puzzle she would never find.

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