The invitation felt like a physical blow. Amelia slammed it onto the kitchen counter, the glossy paper slapping against the granite with a loud crack. Of all the days, why *her* birthday? Liam knew how much she'd been planning this garden party, the fairy lights, the caterer, the bespoke cocktails. Now, the potential guest list was split.

"Seriously?" she muttered, shoving a stray strand of hair behind her ear with unusual force. Her jaw tightened as she re-read Liam's text, a casual "Hey, just booked a venue! Party's on the 15th! Same day as you, haha!" That smug, carefree tone nearly made her tear the phone in half.

Her chest felt constricted, making it hard to take a full breath. She imagined her carefully curated guest list dwindling, the garden party's sparkle dimming. The thought alone left a bad taste in her mouth, like something had gone sour.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205