The office air conditioner seemed to have broken. The room was stuffy. Sweat beaded on David’s forehead as he scrolled through his overflowing inbox. Emails, invitations, RSVPs. All coalescing into a single, massive, unwanted wave. The sheer weight of it pressed down on him.

He slammed his laptop shut with a loud snap. His jaw clenched. He was supposed to be planning a fun get-together, not navigating a minefield of conflicting loyalties and hurt feelings.

He leaned back in his chair, the leather creaking under his weight. He felt a desperate urge to escape, to run far away from the conflicting schedules and social obligations. The thought offered only temporary 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