The tiny, floral-patterned guest room felt like a doll's house. Too small, too pink, too…everything. "Honestly, Mom," Chloe muttered, pushing aside a decorative pillow embroidered with a kitten. "I'm thirty-two, not five." Her mother, bustling in with a fresh stack of folded towels, smiled brightly.

"Oh, it's so good to have you home, sweetie! We thought you might want a little something…cozy." The word felt like a physical blow. Chloe felt a tremor in her hand as she grabbed the towel. She didn't want cozy. She wanted space. She wanted to be left alone. She wanted her own life back, even if it was a life she'd just spectacularly failed to manage.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216