The transfer email landed in Brenda's inbox like a lead weight. She slammed her fist on the desk, rattling the already precarious stack of papers. Accounts Payable. That’s where they were shoving her. After five years in Marketing, where she *belonged*.

Her new desk was practically in the broom closet. The lighting was dismal, the air thick with the scent of stale coffee and defeat. She decided to bring her own coffee maker – a gleaming, chrome behemoth – and place it directly across from old Mr. Henderson, who always seemed to have a permanent, unsettling sheen of sweat on his brow. She would hum loudly while brewing her morning coffee.

Brenda began to “accidentally” misfile invoices. She'd “forget” to forward important emails. The weekly reports, meticulously crafted for years, suddenly became a jumble of incorrect figures and misleading data. She found a certain grim satisfaction in watching the chaos unfold.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479