The tulips, a cheerful splash of color against the drab hallway, only fueled her ire. *Really?* This was supposed to make things better? Liam would find out. He would *pay*. She ground her teeth.

She snatched the bouquet, ignoring the slight sting of the thorns. Her eyes darted around, searching. The lack of a note was a deliberate act, a deliberate slight. The silence felt heavy.

She strode into the kitchen, the flowers clutched in her hand. The granite countertop was cold under her palm. She needed to do something. She needed to feel something other than this hollow, empty space. She threw the tulips into the bin, the motion quick and decisive.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296