The dim light of the garage cast long shadows. Marco kicked at a loose tire, the sound echoing in the confined space. He’d intended to text his trainer, asking about the upcoming competition. The text went to his former rival, a man he'd battled fiercely with for years. He closed his eyes, a knot forming in his gut.

He ran a hand over his shaved head, feeling the coldness of the skin. He was tired of it all – the training, the pressure, the relentless pursuit of victory. He wanted to break free, to escape the suffocating expectations. He felt a deep sense of frustration, of being trapped.

The phone buzzed, a harsh vibration in the stillness. It was a reply: "See you there." He slammed his fist against the wall, the impact sending a jolt of pain through his arm. He needed to get away from everything, a way out of the pressure cooker.

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