The silence of the house was punctuated only by the rhythmic clicking of my keyboard. I, Robert, had discovered a secret account belonging to my daughter, Amy. All her posts were of this person she kept calling 'bae' while also complaining about a lack of attention. My hands were shaking.

I glanced around the living room. Everything felt wrong, the furniture, the pictures, the memories. The house felt like it was closing in around me. I felt a surge of frustration, like someone had stolen a piece of me.

I shut the laptop. It was all a deception. A lie. It was all a lot to process.

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