The drive to the venue was a blur of blurred streetlights and racing thoughts. Michael gripped the steering wheel so hard his knuckles were white. He imagined the look on his father's face, the pride and the expectation. He knew he should be feeling celebratory, but a sense of unease was churning inside him.

He kept replaying the words he’d prepared in his head, but they felt stilted, inadequate. He longed for some way to back out, to let someone else handle it. His palms were clammy. He could almost feel the weight of the speech, pressing down on him.

He noticed that he was unconsciously accelerating, speeding towards the retirement party. He eased off the gas pedal, and he took a long, deliberate breath. As he pulled into the parking lot, he felt a wave of nausea wash over 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