A heavy sigh escaped Thomas as he surveyed the empty shelves in his spice shop. “The Magic Blend,” his signature seasoning mix, was being touted as the next culinary sensation at a well-known supermarket, under the generic label "Flavor Burst."

He leaned against the counter, the wood cold against his back. He recalled the joy he’d felt when he first perfected the blend, the thrill of seeing customers rave about its versatility. Now, that joy felt like a distant memory, replaced by a dull ache.

He'd spent years sourcing the best spices, crafting his unique combination. The supermarket’s version, cheap and mass-produced, was selling like hotcakes. He rubbed his temples, a headache beginning to form. He felt as though he had walked into a dead end, with nowhere to go.

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