The coffee cup trembled in Amelia's grip. Her fingers, usually steady on the keyboard, now danced a nervous jig against the porcelain. The email, with its bold, accusatory subject line, seemed to pulse in her vision. It was the publisher’s response to her query. They confirmed it had been published, but under the name of her former, far more successful colleague, David. A wave of heat washed over her, making her breath catch in her throat. She felt like she could barely breathe.

She slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. The half-finished manuscript she’d been working on suddenly felt like a heavy weight, a burden she didn't know how to carry. Her shoulders slumped; she felt crushed. She started pacing, each footstep a frantic, hurried beat against the wooden floor. She needed to do something. Anything.

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