The phone felt heavy in his hand. Alex was trying to sound pleasant, but his voice was strained. He was on the phone with his wife. He was trying to be normal, to talk about his day. The salary news was still fresh in his mind. He was trying to act as if nothing was wrong. He struggled to find the words. He found himself cutting off the conversation early.

He hung up the phone and walked to the window, the city lights a blurred mess. He was usually patient. This time, however, he felt a sharp, rising sense of anger. He found himself picking at the skin around his nails. He felt a desire to tell someone how bad it was, but he found himself unable to.

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