The air conditioning seemed to be working overtime, chilling the room to an almost unbearable degree. It was probably a physical manifestation of her own feelings toward this whole charade. She shivered, pulling her cardigan tighter around her.

“So, about the quarterly reports…” the newcomer, a young man named David, began. "It's all on the shared drive, right?"

"Yes," she replied, her voice clipped. "Just like everything else." She stared out the window, watching the rain streak down the glass. The office felt like a cage. She watched David, who seemed determined to follow her every movement, and then went back to her computer.

She typed for a bit, then stood up and walked to the water cooler, leaving David to his own devices.

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