The familiar scent of pine needles, once a comfort, now felt like a taunt. I saw the empty space first, a gaping wound in the familiar landscape. Then I saw the fresh-cut stump. My breath hitched.

I ran a hand through my hair, a gesture meant to soothe but failing miserably. My chest felt constricted. The tree. It was a stupid, inanimate object, yes, but it was my tree.

"Unbelievable," I whispered, the word laced with a bitterness that surprised even me. I wanted to scream. I wanted to tear up the ground with my bare hands. I closed my eyes for a moment, wishing I had never come.

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