The afternoon sun, filtering through the blinds, cast long shadows across Clara’s studio. She found herself staring, once again, at the photo on her phone. A woman, posing on a beach, her back to the camera. And there, etched onto her skin, was Clara’s stylized depiction of a lone, windswept tree.

She felt a tremor run through her. Every brushstroke, every careful choice of colour, reduced to a cheap imitation, a selfie prop. She wanted to scream, to tear the phone from her hand and smash it against the wall. She closed her eyes, took a deep, shuddering breath. This was an affront to her very soul.

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