The leather of the worn armchair in the gate lounge felt cold and unyielding beneath Eleanor’s fingertips. She drummed her fingers against it, the rhythmic taps a frantic counterpoint to the slow crawl of the clock. Her grandfather's funeral. She was supposed to be there. Now, all she could do was wait.

The sterile smell of disinfectant and stale coffee clung to the air, making her stomach churn. Her shoulders slumped. Each crackle of the overhead speaker sent a fresh wave of despair washing over her. She knew he would have wanted her there.

She closed her eyes, picturing his face, the crinkles around his eyes when he laughed. The memory only intensified the ache in her chest. She wanted to scream, to lash out, to somehow rewind time.

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