The hum of the sewing machine was like nails on a chalkboard. It had been his thing, a way to relax after the demanding work. Now, the sewing room, once a sanctuary, was overrun by fabric scraps, needles, and his daughter, Clara's, manic glee. He felt a throbbing sensation in his temples.

He found himself pacing the hallway. He watched Clara through the half-open door, sewing a monstrous patchwork creature. The vibrant colors, once a source of pleasure, now seemed aggressive. He cleared his throat. "Clara, could you possibly…turn down the volume a bit?" His voice emerged as a quiet plea.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224