The old man shuffled forward, leaning heavily on his cane. He squinted at the emptiness where his favorite cedar tree had once stood. He felt a hollowness in his chest, a deep ache. He had watched that tree grow from a sapling.

He closed his eyes, remembering the feel of the rough bark beneath his fingers. He had planned to sit in its shade every day for the rest of his life.

A sigh escaped him, a sound filled with the weight of years. It was just a tree, he repeated to himself. But his heart knew better.

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