Mark swore under his breath, the sound barely audible above the rustling of the wind outside. He'd envisioned a peaceful afternoon, not this. A mountain of forgotten possessions. He felt the familiar pressure building in his temples.

He hurled a rusty old toolbox across the attic. The impact echoed in the confined space. These people, these complete strangers, had no consideration for the people who came after them.

His hands were clenched into fists, the knuckles white. He ran a hand through his hair, tugging at the strands. He wanted to just walk away, leave it all here, but he couldn't. This was his house now. And they… they had no right.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296