He’d almost tripped over the damn balloons, still deflated and lying pathetically in the hallway. Liam kicked one, sending it skittering across the polished floor. Then, he spat on it. The text message had been brief, brutal: "Plans changed." No explanation, no apology, just...gone. He’d spent a week curating the perfect playlist, buying his favourite cigars, and arranging a ridiculous amount of fairy lights in the garden. He grabbed a lighter and set fire to his neatly arranged invitation. The dance, the laughter, the stupid singing. All gone.

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