The celebratory balloons deflated in the corner of her dorm room, limp and lifeless, mirroring her mood. Sarah had allowed herself to dream, to plan, to believe. The scholarship was her golden ticket, the way out of her dead-end town and into a life she'd only imagined. Now, that dream had turned into a nightmare.

She picked up the acceptance letter, the paper flimsy in her hand. The words seemed to mock her. She pictured the recipient, most likely some over-privileged kid whose parents could easily afford to pay for school. She felt a wave of nausea, like something was rotting inside.

She threw the letter across the room. The cheap frame of a graduation picture of her with her mother cracked upon impact. The world seemed to shrink, her future collapsing around her.

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