“Figures,” muttered Daniel, staring at the freshly sawn trunk. The towering redwood he’d planted as a child was gone, vanished. Just the stump remained, a testament to someone else’s decision. His shoulders slumped slightly, his fists clenched at his sides.

He recalled his father, his stern voice, “Plant it. Make sure it grows big.” Now, just a reminder of the futility of it all. He walked around the stump, and he saw the chipped dirt, and he knew he would never forget this. His gaze was cold and empty.

He turned and strode back toward his car, leaving the insult of the scene behind.

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