The chipped ceramic mug felt slick in Maya's hand. She gripped it tighter, knuckles bone-white. Steam curled upwards, carrying the scent of chamomile, a tea she’d specifically requested to calm herself. It was doing the opposite. This cafe, with its mismatched furniture and string lights, was supposed to be a romantic spot. It was supposed to be *hers* and David’s romantic spot. Now, it was a backdrop to her humiliation. Across the tiny table, another woman, Sarah, sipped from an identical mug, eyes narrowed, jaw tight.

Sarah had the same bewildered expression that Maya was sure she was wearing. The waitress, bless her heart, had just explained that “David” had booked the table for them both, and that she'd just given David both their numbers. The entire situation was maddening.

Maya slammed the mug down. The sound echoed in the sudden quiet. "I… I can't believe this," she managed, her voice strained. She felt a tremor in her hands.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296