He’d always felt like an outsider, a misplaced piece in a jigsaw puzzle. Now, the DNA results confirmed it. Liam sat hunched over the laptop, the screen reflecting his grimace. The genetic profile, so neatly organized, felt like a cruel mockery of his meticulously constructed life. He clicked through the family tree, a complex tangle of branches he didn't recognize.

His jaw clenched. He’d spent his life trying to fit in, to become the son his parents wanted. He’d excelled at sports, gotten the good grades, landed the secure job. All a sham. A monumental, pointless effort.

Liam pushed away from the desk, the chair scraping sharply against the wood floor. He needed air. He grabbed his coat, the fabric feeling rough against his skin, and stormed out the front door, slamming it with a force that rattled the windows.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205