The afternoon sun streamed into Eleanor's living room, illuminating the dust motes dancing in the air. She barely noticed. Her focus was on the letter. *Important Notice Regarding the Conversion of Your Building to Condominiums*.

She let out a frustrated sigh, her shoulders slumping. She glanced around the room, at the familiar furniture, the books stacked haphazardly on shelves. She felt a sense of…something akin to a tightening in her chest.

She went over to her favorite armchair and sat down, carefully arranging the cushions. The fabric felt rough against her skin, and she pulled at a loose thread, her brow furrowed. She felt restless.

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