The lawyer had explained it all: the will, the inheritance, and the inconvenient truth of another beneficiary. Liam sat in the sterile waiting room, tapping his foot, his gaze fixed on the floral carpet. He hated flowers. He hated the whole situation. He hated the thought of sharing anything, especially not his father's estate, with this unknown, uninvited person.

He was the only child. He had always been the only child. The thought of this other person, this interloper, getting a piece of what was rightfully his, filled him with a cold fury. He crossed his arms, leaning back against the uncomfortable chair. He was going to make sure that the meeting was short.

The lawyer emerged, gesturing to a door. Liam stood, his face a carefully constructed mask of civility. As he walked toward the door, he couldn't help but notice the nameplate: "Gabriella." He gave a small snort, shaking his head.

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