Liam drummed his fingers on the steering wheel, each tap a frantic rhythm against the metallic drumming in his ears. The car payment was due, and the job prospects were bleak. He glanced at the sprawling mansion next door, a recent addition to the street. He’d always dismissed the owners as new money, flashy but ultimately unremarkable. Then, he saw them. A Bentley in the drive, a woman with a fur coat exiting the car, and a delivery of champagne.

His own car, a battered hatchback, felt suddenly inadequate. He’d been working overtime, sacrificing sleep and sanity, just to stay afloat. Now, the chasm between his world and theirs felt impossibly wide. He slammed his fist against the dashboard, the sound echoing the frustration that threatened to consume 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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169