From the moment he got the invitation, Kevin had been plagued by an overwhelming need to keep moving. He couldn't settle. He paced, he fidgeted, he cleaned his apartment repeatedly, all to avoid the inevitable. The speech. The retirement party. It was all too much.

His phone buzzed with a reminder. He ignored it, then checked it again. His heart felt like it was doing somersaults in his chest. He felt restless and edgy, like a caged animal. He opened his laptop, but the screen swam before his eyes. He slammed it shut.

He felt an impulse to disappear, to simply vanish before the evening arrived. He needed to get away, to be alone. He grabbed his keys and left, driving aimlessly, the radio blaring, trying to drown out the internal clamor.

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