The phone felt heavy in Sarah’s hand, a lead weight she didn't want to pick up. The interview was in an hour, and she hadn't slept properly in days. Across the café table, Chloe was beaming, sipping her latte with unadulterated pleasure. "The art fair was amazing, right?" Chloe asked, her voice bright.

Sarah picked at a loose thread on her jeans. "I...I thought it was a disaster. I was mortified the whole time." Her voice was a mere whisper. Her hands were clammy.

Chloe blinked. "A disaster? No! Everyone loved your work, and we had so much fun." Her brow furrowed slightly, a flicker of concern crossing her face.

Sarah couldn't meet her gaze, the memories a jumbled mess of awkward interactions and crushing self-doubt. The way Chloe remembered it seemed utterly impossible. A wave of nausea hit her, making her stomach clench.

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