"Magnificent, isn't it?" The CEO's voice boomed across the conference room, gesturing towards the prototype on display. It was the culmination of his own dreams, his own research, the core of his life's ambition – now proudly labeled with another man's name. A tightness constricted his chest. He managed a strained smile. "Yes," he rasped, his voice barely a whisper.

He felt the eyes of his colleagues on him, their unspoken congratulations like a fresh application of salt on an open wound. The air in the room felt thick, heavy with the stench of betrayal. He excused himself, citing a sudden headache. As he walked out, he saw the CEO’s smug grin in the reflection of the glass door, and wanted to shatter the whole building.

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