Sarah gripped the steering wheel so hard her knuckles were white. The school parking lot felt like a pressure cooker, each car a potential delay. Today was the first day back, and she was already late for her own meeting, which meant more emails piling up. Then, the realization hit. Little Leo was starting third grade, and the teacher…Ms. Peterson? It couldn’t be. Not *the* Ms. Peterson, with her uncanny ability to unearth a child’s innermost anxieties. A wave of heat flushed her face. This was going to be an ordeal.

She remembered the look on Ms. Peterson's face in the parent-teacher meetings she'd had. That disapproving, knowing gaze. It made her feel small, like she was back in the classroom, facing a test she hadn't studied for.

Leo bounded out of the car, backpack bouncing. "Mom! Come on!" His enthusiasm felt like a mocking echo of her own childhood. She mustered a tight smile and followed, each step heavy with the weight of her own past, now projected onto her son's present.

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