The road trip was a mistake. She’d agreed, hoping, perhaps, that some shared time would soften the blow of the impending separation. Instead, the forced joviality of the drive, the endless playlists of “goodbye” songs, and the scenic views felt like a cruel joke.

She stared out the window, at the passing landscape, her jaw clenched. The air conditioning blasted, a futile attempt to cool the internal fever rising within her. The miles blurred into an indistinguishable mass.

Every cheerful comment, every attempt at connection, was met with a curt nod, a clipped response. She wanted to scream at him to stop it, to just shut up and acknowledge the gaping hole he was leaving in her life.

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