The sun had long since dipped below the horizon, and shadows had crept in to fill the corners of the house. Daniel wrapped his arms around himself, as a shiver ran through him. He felt hollow, as though something vital had been removed, leaving an emptiness that echoed with every footstep. He wandered through the rooms, the silence pressing in around him. He'd envisioned a vibrant future, building something new, yet here he was, staring at his shoes.

He found himself in the basement. It wasn't the kind of basement he'd hoped for. The air was thick and cold, and the walls were rough and unfinished. He noticed an unusual configuration of stones, set into one wall, and he tapped at them idly.

One of the stones dislodged. He pulled it completely out, revealing a dark recess.

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