The shared apartment now felt like a battleground. Every morning, I woke to the sound of Liam's cheerful whistling, his energetic preparations for his new job. I stayed in bed, pulling the covers over my head, retreating from the sounds of his bliss.

The air in the kitchen was thick with his optimistic chatter, with his talk about his future, his triumphs. I avoided him, staying holed up in my room, finding excuses to skip meals and conversations.

He would call my name, a question in his voice. I wouldn't answer, instead focusing on the tight coil in my stomach. The silence in response was all the explanation I could muster.

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