The campus felt smaller, the hallways less crowded. He walked with a calculated slowness, letting the announcement sink in. He'd poured three years of his life into this institution, a monument to his wasted potential.

He stopped in front of the library, the imposing brick building looming before him. This was the place where he had dreamed of the future, a future that suddenly felt…stale.

He scoffed softly, the sound lost in the rustling of the wind. All those sleepless nights, all those worthless papers, all that intellectual posturing. He finally turned and walked away.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242