The phone vibrated insistently against the table, a persistent buzzing that echoed the turmoil within her. “Hi, Mom,” she finally answered, her voice strained. Her mother, Janice, had always been the anchor of their family, the one who held everything together. This new development threatened to unravel everything.

“So, you’re… changing your name now?” she asked, unable to keep the disbelief from her tone. The silence on the other end felt like a physical weight. She could almost feel the disapproval radiating from her.

She rubbed her temples, trying to ward off a headache that was rapidly intensifying. The apartment suddenly felt too small, too confining. She wanted to scream.

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