The phone buzzed, vibrating insistently on the kitchen counter. It was a text from Carol, the neighbor: "Hey! Can we chat about the garden?" Liam stared at the message, a sudden heat flushing his cheeks. He’d been looking forward to a relaxing evening, a quiet escape from the noise of the day.

He crumpled the paper napkin in his hand. The thought of a shared garden, the potential for unwanted attention, filled him with a restless discontent. He paced the kitchen, unable to settle. The carefully cultivated privacy of his backyard was his refuge.

He considered ignoring the message, letting it fade into oblivion. But that would be impolite, and that thought added to his growing unease. He grabbed the phone, a sigh escaping his lips.

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