A vein throbbed in Michael’s temple as he stared at the birth certificate. A sister. His father had been remarkably quiet about the whole thing. He’d just handed over the document, a casual gesture that reeked of detachment. Michael’s jaw clenched. He’d spent his entire life trying to earn his father’s approval, attempting to fill a void that now seemed to include someone else entirely.

The document's details blurred before his eyes. All that he could focus on was the fact that he was sharing a bloodline with someone else. A sudden, violent impulse to rip the paper in half seized him, but he clenched his fists against the urge. He forced himself to take a deep breath, and then tossed the paper onto the table, the sound reverberating through the silent room.

“So… you knew all along?” he managed to ask his father, his voice dangerously low. His father simply shrugged, his expression unreadable. Michael turned and stormed out of the room, slamming the door behind him.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256