The coffee cup nearly slipped from Elias’s grip as he read the email. No forwarding address, just a brief, clinical statement from HR about Professor Albright's sudden departure. He slammed the laptop shut, the cheap plastic casing protesting with a crack. He stalked across the small apartment, kicking a stray shoe under the sofa. The knot in his stomach felt like a cold, hard stone. He’d spent years in that man’s lab, years learning, years *trusting*. Now, just… gone. He went to the window and stared at the grey, rain-slicked city. The sight did little to soothe the turmoil inside.

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