The scent of incense, unfamiliar and sharp, filled the living room. Her husband, George, had just revealed his commitment to a New Age spiritual path. It felt like a personal affront, as if their shared history, their laughter and tears, had no meaning.

"So… this is it, then?" she asked, her voice dangerously calm. She stared at the crystal ball on the coffee table, a glistening, unwanted object. She felt a coldness creeping into her bones.

She stood abruptly, her heart pounding. The room seemed to tilt slightly. She turned and walked away, the carefully decorated space suddenly foreign and unwelcoming. She couldn’t bear to look at him, at the person he had become.

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