He stared at the blank email. Days had passed, yet no response. Her old professor, Dr. Eldridge, the man who had shaped his entire academic path, had simply disappeared from the university's directory. No forwarding address, no farewell. Just silence.

He balled the email up, crushing the crisp paper in his grip. The cheap, recycled paper crumpled easily, mirroring the way he felt inside. He walked to the window, watching the students milling about below. They were all young, enthusiastic, and hadn't yet learned the world's capacity for indifference. He had.

He decided that all of Dr. Eldridge's papers would now be gathering dust. Let them.

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