Rain hammered against the windowpane, mirroring the relentless drumming in Amelia's chest. She chewed on the inside of her cheek, the familiar sting a small comfort in the mounting pressure. Across the tiny kitchen table, Liam was sketching in a notebook, oblivious to the storm raging both outside and, it seemed, within her. "So, the concert…" she began, her voice tight, trying to sound casual.

He looked up, a lock of dark hair falling across his forehead. "Yeah? What about it? Remember that epic mosh pit?" He grinned, a memory already making him smile.

Amelia’s stomach lurched. “I…I thought we got separated. I remember being alone for ages, absolutely terrified.” She fiddled with the salt shaker, turning it over and over in her hands.

Liam’s smile faltered. "Separated? No way. We were together the whole time. You were right there, next to me, dodging crowd surfers." He chuckled, as if she were making some kind of joke. The disconnect was a physical blow, a tightening in her throat that made it hard to breathe.

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