“This is ridiculous,” I muttered, kicking a stray pebble across my overgrown lawn. The prospect of a fence felt like a final sentence. It would sever the last shreds of interaction I had with anyone.

I hadn’t spoken to anyone in days. The thought of engaging with my neighbor, even to complain about the intrusion, was exhausting. I just wanted to be left alone.

The sun beat down, but I felt cold, a deep, persistent chill that seemed to emanate from within. The world felt too bright, too loud, too everything.

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