The weight of the upcoming presentation pressed down on Daniel. He hadn't slept in two days, fueled by copious amounts of caffeine and a growing sense of inadequacy. He felt the familiar ache in his jaw from clenching his teeth, a symptom of his recent anxieties. He returned to their dorm room to find his journal, usually hidden under his mattress, sitting out in plain sight on the desk. He glared across the room at his roommate, Ethan, who was now pretending to be engrossed in a game.

"Ethan, did you...read my journal?" he managed, his voice raspy with lack of sleep. His hands were shaking.

Ethan didn't respond for several seconds, feigning ignorance.

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