Professor Davies’ departure was delivered with an air of detached efficiency, a memo circulated among students. *Effective December 31st.* No personal consultation. No explanation. A mere formality. The sheer disrespect of it all… It left her gasping.

The campus, usually vibrant with life, felt cold and desolate. The leaves rustled under her feet, their brittle sound mirroring the fragmentation of her academic journey. She stopped, leaning against a weathered tree, and the familiar ache in her jaw tightened.

She threw the memo into the nearest trash bin. The small act did little to ease the feeling of being discarded, of being deemed unworthy of even a moment’s consideration. A burning shame flared in her gut.

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