He ran a hand through his hair, leaving it a mess of tangled strands. The incessant hammering next door was a persistent, unwelcome percussion to the symphony of his anxieties. He leaned against the doorframe, watching the dust motes dance in the sunbeam, but it did nothing to ease the tightness in his chest.

“Ugh,” he grunted, reaching for a stale granola bar, his appetite gone. The phone buzzed, a notification. More emails. More demands. The air felt thick, heavy, unbreathable. He needed to escape, but the house felt like a cage.

He opened the window, hoping the fresh air would help. All that came was the sound of a saw. The sawing was loud and constant. He went back to the living room and threw himself on the couch, the cushions offering no comfort.

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