He replayed the conversation with the real estate agent in his head: all the subtle digs about his "specific" needs, the veiled implications that he was being difficult. This house had been described as "move-in ready" and "historically significant", but it was turning out to be more like a monument to someone else's idea of perfection. The whole situation felt like a deliberate act of disrespect.

He was in the laundry room, searching for a faulty pipe, when he noticed it. A small, almost imperceptible line in the wall. He ran his hand over the surface, his fingers tracing the outline of a hidden door. With a final push, the wall gave way, revealing a small chamber.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217