Rain hammered against the window, each drop a tiny accusation. Liam stared out, the grey mirroring the landscape of his mind. He’d booked the appointment on a whim, fueled by a sleepless night and a creeping sense of unease. Now, staring at the polished oak door of the therapy practice, he felt the familiar knot tighten in his stomach.

His fingers clenched around his phone, the smooth metal cool against his skin. This was ridiculous. He should just turn around. But the image of his relentless tormentor, Mark, a therapist? The absurdity was a twisted lure. He pushed the door open.

The receptionist’s cheerful greeting felt like a splash of cold water. Liam barely managed a nod in response. He felt a sharp jab of resentment, a memory of a playground taunt, a stolen lunch, a whispered sneer. He took a seat in the waiting area, a leather chair that felt oddly unfamiliar and too soft. He ran a hand through his hair, a nervous habit he hadn't realized he had. He wanted to leave.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330