“Another round, Dave?” The bartender’s voice sliced through the cacophony of the bar. Dave, staring blankly at his half-empty glass, merely nodded, the gesture automatic. He’d been coming to this bar for the last few days, each time the same routine.

The news had been a punch to the gut. All that time, all those late nights, all that extra work for what? To be paid less than the shiny, new hire. The anger he felt was almost physical, a burning sensation in his chest.

He took a long swallow of the whiskey, the burn a momentary distraction. The jukebox blared a country song, the lyrics a cruel echo of his own situation. He felt the weight of his responsibilities – the mortgage, the bills – pressing down on him.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169