“Another helping, dear?” his mother asked, her voice a syrupy sweet that made Eleanor’s teeth ache. The mashed potatoes, a pale, gluey concoction, were piled high on her plate. Eleanor pushed them around with her fork, the movement a silent act of rebellion.

Her stomach churned. The floral wallpaper in the dining room seemed to press in on her, the roses mocking her with their forced cheerfulness. She felt the skin on her back crawl.

"No, thank you," she finally managed, her voice clipped. She stared out the window, at the neatly trimmed lawn that now felt like a prison yard. The perfect hedges, the symmetrical flower beds - they were all a testament to her parents' stifling control, a control she was now, once again, subject to.

Her father, sensing her mood, cleared his throat. "So, when will you be starting to look for a job?" he asked, his voice carefully neutral. Eleanor didn't answer. She took another bite of the roast chicken, making sure to chew slowly.

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