“Oh, and it was a suicide,” the neighbour had said, with a shrug. A suicide, in the master bedroom. Now, the spacious room, once a symbol of his newfound independence, felt like a prison. He spent all day in his room, staring at the walls, the space feeling increasingly suffocating.

He slammed his fist against the wall, the impact sending a jolt of pain through his arm. He pictured the previous owner, a stranger, taking his own life in this very spot. His heart felt heavy. He began to plan the move.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256