The first thing Eleanor noticed was the lack of a return address. She flipped the card over and over. That was almost worse than the fact it had even been sent. Someone, somewhere, remembered her birthday. She wanted to hurl it back out the window. She almost did.

She sat heavily in her armchair, the plush fabric failing to soothe the turmoil within. She felt the sudden urge to clean, to scrub away the lingering scent of something she couldn’t name. She moved to the kitchen and stared at the dusty countertops.

She should probably call her sister. She would probably say the right things. The thought made her feel even more unsettled.

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