“Oh, hi,” Leo said, meeting her in the street. Emily felt a wave of relief wash over her, until she recognized the lack of recognition in his eyes. Their shared past, the countless silly games and intimate conversations, had vanished. “You look familiar, but I’m afraid I don’t know who you are,” he said, the words falling flat. Emily’s breath hitched. She felt a burning sensation behind her eyes. Her hands fidgeted with the strap of her bag. She forced a smile, but it felt brittle, unnatural.

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