The campus library offered no solace, the hushed atmosphere amplifying the turmoil inside Jake. His roommate, Ben, had been reading his journal. He knew. He could just *feel* it. The way Ben had been avoiding his gaze, the subtle changes in his behavior... It was a heavy shroud over the familiar routine of their lives.

He sat at a study carrel, the open textbook before him a useless prop. He couldn’t concentrate. He felt restless, antsy. He kept drumming his fingers on the table, a nervous habit he’d developed in the past few hours. He closed his eyes, took a deep breath, and counted to ten, trying to regain his composure.

He wanted to scream at Ben, to confront him, to demand an explanation. But the words were stuck. He was frozen. He had to get away from him, to escape the constant reminder of his privacy being violated. He gathered his things and left the library, seeking the anonymity of the crowded campus paths, searching for an escape.

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