The sycamore, a menace for years, had finally toppled. Its limbs, thick and heavy, now blocked the driveway, belonging to the elderly Mrs. Gable. I watched from my window, expecting a flood of calls for assistance. Instead, I saw a flurry of activity—Mrs. Gable's children and grandchildren had arrived, all buzzing with efficiency.

No one looked my way. The silence was deafening. I'd been the one to warn her repeatedly about the weak root system, the obvious signs of decay. Now, as the family worked together, laughing and moving around like a well-oiled machine, I felt my face grow hot.

Later, I saw one of Mrs. Gable's grandsons, a young man, throw a quick glance at my house as he moved a fallen branch. He quickly looked away, offering no acknowledgement. It felt as if my entire existence had been wiped off the map.

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