"Well, isn't this just peachy," Clara mumbled, the sarcasm dripping from her voice. The vibrant colors of the living room felt overwhelming, the floral wallpaper seeming to mock her. The meticulously curated gallery wall of family photos suddenly felt like a lie. A carefully constructed facade.

She picked up a framed photograph of her and her parents, her smile felt forced and brittle. She threw it back down on the coffee table, the glass rattling. This was a joke. A sick, twisted joke.

Clara crossed the room and wrenched open the window, letting the fresh air gust in. She wanted to shatter something, to destroy the perfection that had always felt so suffocating.

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