The concert hall buzzed with energy, but for Thomas, it was a hollow echo. He had recognized Sarah instantly, the same quick wit, the same infectious energy. He'd dreamt of this moment for months, imagined the ease with which they'd reconnect. "Sarah?" he'd ventured, his heart leaping. The woman had smiled politely, a stranger’s smile. "I'm sorry," she'd said. "I'm afraid you have me mistaken for someone else." He felt a sudden, overwhelming need to escape. He looked around wildly, searching for an exit, the music’s rhythm mirroring the frantic beating of his heart.

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