He was mid-sentence, reciting poetry to his cat, when the doorbell rang. He knew. He just knew. Mr. Peterson, the man with the meticulously maintained lawn and an almost pathological aversion to nature, stood on his porch.

"Arthur, old boy! That sycamore… it's really starting to drop its leaves, isn't it?"

Arthur’s heart sank. He envisioned the tree’s intricate bark, the way sunlight dappled through its leaves.

He gripped the doorframe, his knuckles white. The poetry drained from his mind.

“I’ll… get back to you,” he said, his voice flat. He shut the door without another word, leaning against it, willing the confrontation to vanish.

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