The phone felt glued to Michael’s ear. He paced the kitchen, the linoleum cold beneath his bare feet. He had three conference calls scheduled before lunch and a looming deadline at work. His gaze kept drifting toward the calendar. Friday: parent-teacher conferences.

Then, there it was, printed in black and white: "Mrs. Davies - 3rd Grade." He nearly choked. Mrs. Davies? The woman who had made him cry in front of the entire class during a spelling bee? The memory of his trembling lip returned with startling clarity.

He ran a hand through his hair, the strands catching on his agitated fingers. He imagined the way she'd look, a slight smile perhaps, a knowing glint in her eyes. It was like his past was coming back to haunt him. He found himself picking at the skin around his thumbnails, a habit he hadn’t indulged in since his childhood.

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