The sun, beating down mercilessly on the patio, failed to warm Leo's spirits. He sat beside his sister, Maya, the air thick with anticipation. The lawyer cleared his throat, beginning the reading of their Uncle Silas's will.

"To Maya, the beachfront property." Leo watched Maya's smile widen as the solicitor described the stunning view.

"And to Leo," the solicitor continued, "the lighthouse." The word echoed in Leo's ears. The lighthouse, a crumbling structure miles away, isolated and windswept. He felt a crushing sense of loneliness. He dreaded what lay ahead.

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