The elevator doors opened onto the familiar sterile lobby, but today, everything felt different to Brenda. The air conditioning hummed, a sound she once barely registered, now grated on her nerves. The receptionist, usually a picture of cheerful efficiency, seemed unusually subdued. Even the potted plants looked lifeless.

Brenda marched past the empty receptionist desk, ignoring the silent plea from the receptionist. She hated the feeling of this place that was once a sanctuary. Why did it have to come to this? It was like the end of her life. She stopped dead in her tracks, staring at the empty sign-in sheet. Her stomach lurched. The sheer injustice of the situation filled her with a profound ache.

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