The weight of the old house pressed down on me. I rubbed the back of my neck, feeling the tension gathering there like a physical weight. My brother, Thomas, was happily sorting through old photo albums, cooing over faces I barely recognized. I, on the other hand, was attempting to navigate the labyrinthine basement, searching for the fuse box. Every step I took was met with a chorus of creaks and groans from the aging floorboards.

"Thomas," I yelled up the stairs, my voice strained, "do you think you could maybe *not* reminisce for five minutes and help me with this infernal electricity?"

The silence that followed only amplified the thrumming in my ears.

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