The weight of the silence in the car was crushing. Liam had asked me to drive him to the airport. I’d agreed, a cold, hard knot settling in my stomach. The sky was an unforgiving grey, mirroring the landscape of my feelings.

He chattered on about his plans, his voice overflowing with anticipation for Boston, as if he hadn't noticed the tense atmosphere. He spoke of new beginnings, of possibilities. I just stared straight ahead, trying not to grind my teeth.

When he finally stopped talking, I waited. He must know how I felt, I thought. He must be aware of the rift his decision had caused. As the terminal appeared on the horizon, I pulled over to the side of the road and turned off the engine, a sudden, unfamiliar weariness washing over me.

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