The bustling marketplace, usually a source of energy for Marco, felt like an obstacle course. He had spent years building his stall, perfecting his trade. He felt the familiar sting of resentment at the thought of the new man who was destined to take his place.

He watched the new recruit, a tall, slender man with a relaxed air, approach. He managed a strained smile. He had to show him how to greet the customers, how to barter, how to maintain the stall. He tried, but his words seemed to fall short.

"This is amazing," the new guy enthused, glancing at all the stalls.

Marco just shrugged. "It's a job."

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