He’d always held a quiet pride in the towering pine. Now, the space where it had been was filled by a pile of wood chips. Arthur stared at the evidence, his throat closing up. He felt the blood rush to his ears, a frantic hammering that drowned out the sounds of the neighborhood. He hadn't even known it was being discussed. He'd been too busy, too wrapped up in his own life. The silence from the workers who were now loading the wood into a truck was deafening, each glance from them a jab. He wanted to shout, to make a scene, but his mouth was dry, his tongue thick.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228