The doorbell’s shrill ring sliced through Eleanor’s attempt at peace. She’d been enjoying a cup of chamomile tea, her only pleasure after a day of spreadsheet purgatory. Now, here she stood, fists clenched, staring at a bouquet of lilies. Lush, fragrant lilies. Without a damn card. "Wonderful," she muttered, snatching them up and slamming the door.

She tossed the offending flowers onto the kitchen counter. The scent, previously a subtle elegance, was now a nauseating assault. She ripped open the fridge, grabbed a bottle of sparkling water, and chugged it down, the bubbles a minor distraction. Who sent these, and why couldn’t they be bothered to say? Her jaw was tight, and she felt a tremor in her hands.

The vase hunt began, a frantic search that ended in a chipped ceramic monstrosity. As she forced the stems into place, she felt a flash of heat behind her eyes. This was the third unexplained floral delivery this month. She would find out who was behind this needless act of… something.

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