The air in the garage hung thick and heavy, a humid blanket that clung to Ben's skin. He was supposed to be organizing, but he found himself staring at the unfinished birdhouse he'd started last summer. The fence would mean no more birds.

He slammed the hammer onto the workbench, the sound echoing in the confined space. His jaw clenched. He was usually so good at keeping things orderly, in their place. This encroachment felt like a violation.

He kicked a stray toolbox across the floor. He needed to leave, to get some space. He grabbed his keys, then paused, his gaze drawn back to the property line. The construction crew was already on site.

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