He read the notice again, meticulously parsing each sentence. The legal jargon, the cold detachment of the language – it was all designed to dehumanize him, to reduce him to a statistic. He ripped the paper in half, then tore the halves into smaller pieces, letting the bits flutter to the floor.

He paced the apartment, his hands clenched into fists. He thought of all the things he had done for the building, all the favors he had granted. It was a waste of time. He would not be used.

He would not go quietly.

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