He slammed the front door, the sound echoing through the empty house. The marketing campaign had blown up in his face, and his boss had made it abundantly clear whose head would be on the chopping block. He yanked open the mailbox, desperate for a reprieve from the crushing pressure.

A single card lay nestled amongst the junk mail. No signature, just a generic "Wishing you the best on your special day." His jaw clenched. He felt the familiar heat rising in his neck, the way his vision would begin to tunnel when things were too much.

He tossed the card onto the counter. He stared at it, hating the forced cheerfulness, the oblivious sentiment. He wanted to scream. He was drowning.

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