The chipped ceramic mug felt heavy in Leo's hand. He sipped the lukewarm coffee, the taste of stale grounds clinging to his tongue. His mother, beaming, bustled around the kitchen, humming a saccharine tune. "Did you sleep well, dear?" she chirped. He managed a curt nod, his gaze fixed on the peeling wallpaper. He hated it – the floral pattern, the way the edges curled. Just like he hated the way his mother hovered, her joy suffocating him. He'd envisioned a triumphant return, not this… this suffocating normalcy.

He slammed the mug on the counter, the sound sharp in the quiet kitchen. His mother jumped slightly. "Anything I can get for you, honey?" she asked, her smile faltering. Leo wanted to scream. He wanted to tell her to stop treating him like a child. Instead, he just mumbled, "No, thanks." He turned and stomped toward the living room, the familiar squeak of the floorboards grating on his nerves.

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