Chef Rhys found himself wandering aimlessly through the farmer's market, the vibrant colors and bustling atmosphere doing nothing to lift his spirits. The critic's pronouncements – “lacking originality…” – were a constant whisper in his ear.

He ran a hand through his hair. The sun was shining, but he felt a distinct chill, a coldness that seemed to emanate from within. The bounty of fresh produce, usually a source of inspiration, now felt overwhelming.

He eventually bought a bunch of flowers – a futile attempt at cheerfulness. He trudged back to his apartment. As he looked into the mirror, he saw a stranger.

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