The chipped mug slammed onto the kitchen counter, nearly sending the half-eaten bagel scattering across the linoleum. Sarah chewed the inside of her cheek, a muscle jumping in her jaw. Across the small table, Emily chattered about the amazing job opportunity in Seattle. "It's like, a dream come true!" Emily exclaimed, oblivious to the storm brewing. Sarah picked at a stray poppy seed, the silence between them thick with unspoken things. This move… it was completely insane.

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