The elevator ride felt interminable. Her stomach clenched with each floor she passed. She fiddled with the strap of her purse, a nervous tic that had become increasingly frequent. The elevator doors opened, and she walked down the hall, each step feeling like an insurmountable hurdle. The world around her seemed to shrink, the sounds muffled, the colors muted. She wanted to turn around, to flee.

She hesitated in front of the door with the nameplate: "Dr. Kevin Bradley." Her breath hitched. Kevin Bradley? The same Kevin Bradley who used to… The memories flooded back, sharp and painful. The door opened. He looked up, his expression unreadable.

β€œCome in, Jessica,” he said, gesturing towards the plush armchair.

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