The overhead fluorescent lights hummed, a persistent drone that grated on Leo's nerves. He slumped in the hard plastic chair, the vinyl cool against his skin. Another parent-teacher conference. Another litany of woes about little Emily's behaviour. He ran a hand through his already dishevelled hair. He felt a profound depletion, a heavy weight on his shoulders.

The kindergarten teacher, Mrs. Gable, a woman with a perpetually strained smile, gestured towards a drawing taped to the wall. “Emily’s been drawing this… figure, Mr. Henderson. Over and over. Does it look familiar to you?”

Leo squinted. The drawing was a crudely rendered stick figure with impossibly large, lopsided ears and a crooked grin. It was… vaguely familiar. He felt a sluggish quality in his mind as he tried to place it.

“She says it’s her friend, Bartholomew,” Mrs. Gable continued. “She talks to him constantly.” Leo nodded slowly, the room suddenly feeling very warm, almost suffocating. He just wanted to go home and lie down.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214