"Are you serious?" Claire's voice cracked. Her hands, usually graceful, fidgeted with the frayed edges of her scarf. She’d found Mark online, through a mutual friend's Facebook page. They had messaged, shared a few memories, and she'd felt that familiar, comforting spark of recognition. Now, here he was, across the crowded restaurant, looking at her with complete, utter bewilderment.

She'd been so sure. The dimples, the way he crinkled his nose when he laughed – those were all the same. She felt her chest constricting, as if someone had tightened a vise around it. The air in the room felt thick, oppressive.

"I... I thought you'd remember," she stammered, the words catching in her throat. He just blinked, his eyes devoid of any flicker of recognition. A waiter approached their table, offering a glass of wine. Claire looked at it and shook her head, feeling as though the world was closing in on her.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354