The letter, with its lengthy prose and self-serving justifications, sat on the polished surface of Eleanor's desk. The light from the window illuminated the paper, highlighting the imperfections of the ink. She sat, perfectly still, not touching it.

The clock on the wall ticked with a maddening regularity. She glanced at it, then back at the letter. She stood, moved to her desk, and picked it up. She then strode to the fireplace, the unlit hearth a stark emptiness, and then, without hesitation, dropped it into the grate.

She picked up the poker, and, with a few fierce strokes, tore the paper to shreds.

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